test: dummy commit for failing PR

Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>

.github/workflows/backend-check.yml

@@ -119,6 +119,18 @@ jobs:
         with:
           cache-workspaces: backend
           toolchain: 1.93.0
+      - name: Fix stale v8 build cache
+        working-directory: ./backend
+        run: |
+          # Cargo cache may preserve v8 build fingerprints without the actual
+          # librusty_v8.a library. Since fingerprints look valid, cargo skips
+          # build.rs re-run, causing "could not find native static library rusty_v8".
+          for profile in debug release; do
+            if [ -d "target/$profile/.fingerprint" ] && [ ! -f "target/$profile/gn_out/obj/librusty_v8.a" ]; then
+              echo "Cleaning stale v8 build artifacts in target/$profile"
+              rm -rf "target/$profile/build/v8-"* "target/$profile/.fingerprint/v8-"*
+            fi
+          done
       - name: cargo check
         timeout-minutes: 16
         working-directory: ./backend

.github/workflows/backend-test.yml

@@ -1,6 +1,7 @@
 name: Backend only integration tests
 
 on:
+  workflow_dispatch:
   push:
     branches:
       - "main"
@@ -88,6 +89,18 @@ jobs:
         with:
           cache-workspaces: backend
           toolchain: 1.93.0
+      - name: Fix stale v8 build cache
+        working-directory: ./backend
+        run: |
+          # Cargo cache may preserve v8 build fingerprints without the actual
+          # librusty_v8.a library. Since fingerprints look valid, cargo skips
+          # build.rs re-run, causing "could not find native static library rusty_v8".
+          for profile in debug release; do
+            if [ -d "target/$profile/.fingerprint" ] && [ ! -f "target/$profile/gn_out/obj/librusty_v8.a" ]; then
+              echo "Cleaning stale v8 build artifacts in target/$profile"
+              rm -rf "target/$profile/build/v8-"* "target/$profile/.fingerprint/v8-"*
+            fi
+          done
       - name: Read EE repo commit hash
         run: |
           echo "ee_repo_ref=$(cat ./ee-repo-ref.txt)" >> "$GITHUB_ENV"

.github/workflows/check-system-prompts.yml

@@ -0,0 +1,37 @@
+name: Check system prompts freshness
+
+on:
+  push:
+    paths:
+      - "system_prompts/**"
+      - "typescript-client/**"
+      - "python-client/wmill/wmill/client.py"
+      - "openflow.openapi.yaml"
+      - "backend/windmill-api/openapi.yaml"
+      - "cli/src/main.ts"
+      - "cli/src/commands/**"
+  pull_request:
+    paths:
+      - "system_prompts/**"
+      - "typescript-client/**"
+      - "python-client/wmill/wmill/client.py"
+      - "openflow.openapi.yaml"
+      - "backend/windmill-api/openapi.yaml"
+      - "cli/src/main.ts"
+      - "cli/src/commands/**"
+
+jobs:
+  check-freshness:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+
+      - name: Install dependencies
+        run: pip install pyyaml
+
+      - name: Check auto-generated files are up-to-date
+        run: bash system_prompts/check-freshness.sh

.github/workflows/git-sync-test.yml

@@ -0,0 +1,209 @@
+name: Git Sync Integration Tests
+
+on:
+  workflow_dispatch:
+  push:
+    branches: [main]
+    paths:
+      - "backend/windmill-git-sync/**"
+      - "backend/windmill-api-integration-tests/tests/git_sync*"
+      - "backend/ee-repo-ref.txt"
+      - "integration_tests/test/git_sync_test.py"
+      - ".github/workflows/git-sync-test.yml"
+  pull_request:
+    types: [opened, synchronize, reopened]
+    paths:
+      - "backend/windmill-git-sync/**"
+      - "backend/windmill-api-integration-tests/tests/git_sync*"
+      - "backend/ee-repo-ref.txt"
+      - "integration_tests/test/git_sync_test.py"
+      - ".github/workflows/git-sync-test.yml"
+
+concurrency:
+  group: git-sync-test-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  check-relevance:
+    runs-on: ubuntu-latest
+    outputs:
+      should_run: ${{ steps.check.outputs.should_run }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Check if git sync related files changed
+        id: check
+        env:
+          WINDMILL_EE_PRIVATE_ACCESS: ${{ secrets.WINDMILL_EE_PRIVATE_ACCESS }}
+        run: |
+          if [ "${{ github.event_name }}" = "pull_request" ]; then
+            BASE=${{ github.event.pull_request.base.sha }}
+          else
+            BASE=${{ github.event.before }}
+          fi
+
+          CHANGED_FILES=$(git diff --name-only "$BASE"..HEAD 2>/dev/null || echo "")
+          echo "Changed files:"
+          echo "$CHANGED_FILES"
+
+          # Direct git sync file changes — always relevant
+          if echo "$CHANGED_FILES" | grep -qE '^(backend/windmill-git-sync/|backend/windmill-api-integration-tests/tests/git_sync|integration_tests/test/git_sync|\.github/workflows/git-sync-test\.yml)'; then
+            echo "should_run=true" >> "$GITHUB_OUTPUT"
+            echo "Relevant: direct git sync file changes"
+            exit 0
+          fi
+
+          # If ee-repo-ref.txt changed, check if the EE diff touches windmill-git-sync/
+          if echo "$CHANGED_FILES" | grep -q '^backend/ee-repo-ref.txt$'; then
+            NEW_REF=$(cat backend/ee-repo-ref.txt)
+            OLD_REF=$(git show "$BASE:backend/ee-repo-ref.txt" 2>/dev/null || echo "")
+
+            if [ -n "$OLD_REF" ] && [ "$OLD_REF" != "$NEW_REF" ]; then
+              # Clone EE repo and check diff
+              git clone --bare "https://x-access-token:${WINDMILL_EE_PRIVATE_ACCESS}@github.com/windmill-labs/windmill-ee-private.git" /tmp/ee-repo 2>/dev/null
+              EE_CHANGED=$(git -C /tmp/ee-repo diff --name-only "$OLD_REF".."$NEW_REF" 2>/dev/null || echo "")
+              echo "EE changed files:"
+              echo "$EE_CHANGED"
+
+              if echo "$EE_CHANGED" | grep -q '^windmill-git-sync/'; then
+                echo "should_run=true" >> "$GITHUB_OUTPUT"
+                echo "Relevant: EE git sync files changed"
+                exit 0
+              fi
+            fi
+          fi
+
+          echo "should_run=false" >> "$GITHUB_OUTPUT"
+          echo "No git sync relevant changes detected, skipping tests"
+
+  git_sync_e2e:
+    needs: [check-relevance]
+    if: needs.check-relevance.outputs.should_run == 'true'
+    runs-on: ubicloud-standard-16
+    services:
+      postgres:
+        image: postgres:14
+        ports:
+          - 5432:5432
+        env:
+          POSTGRES_DB: windmill
+          POSTGRES_PASSWORD: changeme
+        options: >-
+          --health-cmd pg_isready --health-interval 10s --health-timeout 5s
+          --health-retries 5
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: ${{ github.ref }}
+          fetch-depth: 0
+
+      - name: Read EE repo commit hash
+        run: |
+          echo "ee_repo_ref=$(cat ./backend/ee-repo-ref.txt)" >> "$GITHUB_ENV"
+
+      - uses: actions/checkout@v4
+        with:
+          repository: windmill-labs/windmill-ee-private
+          path: ./windmill-ee-private
+          ref: ${{ env.ee_repo_ref }}
+          token: ${{ secrets.WINDMILL_EE_PRIVATE_ACCESS }}
+          fetch-depth: 0
+
+      - name: Substitute EE code
+        run: |
+          cd backend && ./substitute_ee_code.sh --copy --dir ./windmill-ee-private
+
+      - uses: actions-rust-lang/setup-rust-toolchain@v1
+        with:
+          cache-workspaces: backend
+          toolchain: 1.93.0
+
+      - uses: oven-sh/setup-bun@v2
+        with:
+          bun-version: 1.3.10
+
+      - uses: denoland/setup-deno@v2
+        with:
+          deno-version: v2.x
+
+      - uses: actions/setup-node@v4
+        with:
+          node-version: "20"
+
+      - name: Install wmill CLI
+        run: |
+          cd cli && bash gen_wm_client.sh && bun install
+          mkdir -p "$HOME/.local/bin"
+          printf '#!/bin/sh\nexec bun run "%s/cli/src/main.ts" "$@"\n' "$GITHUB_WORKSPACE" > "$HOME/.local/bin/wmill"
+          chmod +x "$HOME/.local/bin/wmill"
+          echo "$HOME/.local/bin" >> $GITHUB_PATH
+
+      - name: Build Windmill
+        working-directory: ./backend
+        env:
+          SQLX_OFFLINE: true
+          CARGO_BUILD_JOBS: 12
+          RUSTFLAGS: ""
+        run: |
+          cargo build --features enterprise,private,license,zip
+
+      - name: Start Gitea
+        run: |
+          docker run -d --name gitea \
+            -e GITEA__database__DB_TYPE=sqlite3 \
+            -e GITEA__security__INSTALL_LOCK=true \
+            -e GITEA__server__HTTP_PORT=3000 \
+            -e GITEA__server__ROOT_URL=http://localhost:3000 \
+            -e GITEA__service__DISABLE_REGISTRATION=false \
+            -p 3000:3000 \
+            gitea/gitea:1.22-rootless
+          echo "Waiting for Gitea to be ready..."
+          for i in $(seq 1 30); do
+            if curl -sf http://localhost:3000/api/v1/version > /dev/null 2>&1; then
+              echo "Gitea is ready"
+              break
+            fi
+            sleep 2
+          done
+          curl -sf http://localhost:3000/api/v1/version > /dev/null || { echo "Gitea failed to start"; exit 1; }
+
+      - name: Start Windmill
+        working-directory: ./backend
+        env:
+          DATABASE_URL: postgres://postgres:changeme@localhost:5432/windmill
+          LICENSE_KEY: ${{ secrets.WM_LICENSE_KEY_CI }}
+          DENO_PATH: deno
+          BUN_PATH: bun
+          NODE_BIN_PATH: node
+        run: |
+          ./target/debug/windmill &
+          echo "Waiting for Windmill to be ready..."
+          for i in $(seq 1 60); do
+            if curl -sf http://localhost:8000/api/version > /dev/null 2>&1; then
+              echo "Windmill is ready"
+              break
+            fi
+            sleep 2
+          done
+          curl -sf http://localhost:8000/api/version > /dev/null || { echo "Windmill failed to start"; exit 1; }
+
+      - name: Run git sync E2E tests
+        timeout-minutes: 10
+        env:
+          GITEA_DOCKER_URL: http://localhost:3000
+          LICENSE_KEY: ${{ secrets.WM_LICENSE_KEY_CI }}
+        run: |
+          python3 -m venv .venv
+          .venv/bin/pip install -r integration_tests/requirements.txt
+          cd integration_tests && ../.venv/bin/python -m unittest -v test.git_sync_test
+
+      - name: Archive logs
+        uses: actions/upload-artifact@v4
+        if: always()
+        with:
+          name: Git Sync Integration Tests Logs
+          path: |
+            integration_tests/logs

.gitignore

@@ -27,3 +27,4 @@ typescript-client/node_modules
 frontend/.svelte-kit
 backend/chrome_profiler.json
 .fast-check/
+__pycache__/

.webmux.yaml

@@ -0,0 +1,76 @@
+# Project display name in the dashboard
+name: Windmill
+
+workspace:
+  mainBranch: main
+  worktreeRoot: ../windmill__worktrees
+  defaultAgent: claude
+
+startupEnvs:
+  CARGO_FEATURES: "quickjs"
+  WM_CLONE_DB: false
+
+lifecycleHooks:
+  postCreate: bash ./scripts/post-create.sh
+  preRemove: bash ./scripts/pre-remove.sh
+
+auto_name:
+  provider: claude
+  model: haiku
+
+# Each service defines a port env var that webmux injects into pane and agent
+# process environments when creating a worktree. Ports are auto-assigned:
+# base + (slot x step).
+services:
+  - name: backend
+    portEnv: BACKEND_PORT
+    portStart: 8000
+    portStep: 10
+  - name: frontend
+    portEnv: FRONTEND_PORT
+    portStart: 3000
+    portStep: 10
+
+profiles:
+  full:
+    runtime: host
+    yolo: true
+    envPassthrough: []
+    systemPrompt: >
+      You are running inside a tmux session with other panes running services.
+      Pane layout (current window):
+      - Pane 0: this pane (claude agent)
+      - Pane 1: backend (cargo watch -x run)
+      - Pane 2: frontend (npm run dev)
+      To check logs, use: \`tmux capture-pane -t .1 -p -S -50\` (backend) or \`tmux capture-pane -t .2 -p -S -50\` (frontend).
+      When restarting backend or frontend, make sure to use ${BACKEND_PORT} and ${FRONTEND_PORT}.
+      To connect to the database, use this connection string: ${DATABASE_URL}
+      Because we are running backend with cargo watch, to verify your changes, just check the logs in the backend pane. No need for cargo check.
+      IMPORTANT: Read docs/autonomous-mode.md before starting any work.
+    panes:
+      - id: agent
+        kind: agent
+        focus: true
+      - id: backend
+        kind: command
+        split: right
+        command: ROOT="$(git rev-parse --show-toplevel)"; cd "$ROOT/backend" && PORT=${BACKEND_PORT:-8000} cargo watch -x "run ${CARGO_FEATURES:+--features $CARGO_FEATURES}"
+      - id: frontend
+        kind: command
+        split: bottom
+        command: ROOT="$(git rev-parse --show-toplevel)"; cd "$ROOT/frontend" && npm run generate-backend-client && REMOTE=${REMOTE:-http://localhost:${BACKEND_PORT:-8000}} npm run dev -- --port ${FRONTEND_PORT:-3000} --host 0.0.0.0
+        
+  agentOnly:
+    runtime: host
+    yolo: true
+    envPassthrough: []
+    systemPrompt: >
+      IMPORTANT: Read docs/autonomous-mode.md before starting any work.
+    panes:
+      - id: agent
+        kind: agent
+        focus: true
+
+integrations:
+  linear:
+    enabled: true

.wmdev.yaml

@@ -1,113 +0,0 @@
-name: Windmill
-
-startupEnvs:
-  CARGO_FEATURES: "quickjs"
-  WM_CLONE_DB: false
-  USE_RUST_PLUGIN: false
-
-services:
-  - name: BE
-    portEnv: BACKEND_PORT
-  - name: FE
-    portEnv: FRONTEND_PORT
-
-profiles:
-  default:
-    name: default
-
-  sandbox:
-    name: sandbox
-    image: windmill-sandbox
-    envPassthrough:
-      - AWS_ACCESS_KEY_ID
-      - AWS_SECRET_ACCESS_KEY
-      - R2_ENDPOINT
-      - R2_BUCKET
-      - R2_PUBLIC_URL
-    extraMounts:
-      - hostPath: ~/.ssh
-        guestPath: /root/.ssh
-        writable: true
-      - hostPath: ~/.codex
-        guestPath: /root/.codex
-        writable: true
-      - hostPath: ~/windmill-ee-private
-        writable: true
-      - hostPath: ~/windmill-ee-private__worktrees
-        writable: true
-    systemPrompt: >
-      You are running inside a sandboxed container with full permissions.
-      This worktree is configured with the following ports:
-
-      - Backend: port ${BACKEND_PORT}.
-        Start with: cd backend && PORT=${BACKEND_PORT}
-        DATABASE_URL=postgres://postgres:changeme@localhost:5432/windmill
-        cargo watch -x run
-
-      - Frontend: port ${FRONTEND_PORT}.
-        Start with: cd frontend && REMOTE=http://localhost:${BACKEND_PORT}
-        npm run dev -- --port ${FRONTEND_PORT} --host 0.0.0.0
-
-      --- Screenshots ---
-      You can take screenshots of the frontend UI and upload them to R2
-      for use in PR descriptions.
-      1) Take a screenshot:
-         bunx playwright screenshot --browser chromium
-         http://localhost:${FRONTEND_PORT}/path/to/page /tmp/screenshot.png
-      2) Upload to R2:
-         aws s3 cp /tmp/screenshot.png
-         "s3://$(printenv R2_BUCKET)/$(git rev-parse --abbrev-ref HEAD)/screenshot.png"
-         --endpoint-url "$(printenv R2_ENDPOINT)"
-      3) The public URL will be:
-         $(printenv R2_PUBLIC_URL)/<branch>/screenshot.png
-      4) Include in PR descriptions using markdown image syntax.
-
-      --- Terminal Recordings (asciinema) ---
-      You can record terminal sessions and upload them for sharing.
-      asciinema is available on PATH.
-
-      1) Write a shell script with the commands to demo. Add sleep
-          delays for readable pacing:
-          - 0.5s after printing a "$ command" line (lets viewer read it)
-          - 1.5-2s after command output (lets viewer absorb the result)
-          - Set GIT_PAGER=cat and PAGER=cat to prevent pager hangs
-
-      2) Record headlessly:
-          asciinema rec --headless --overwrite \
-            -c "bash /tmp/demo.sh" \
-            --window-size 120x50 \
-            --title "Description of demo" \
-            /tmp/demo.cast
-
-      3) Upload to asciinema.org:
-          XDG_DATA_HOME=/tmp/.local/share \
-            asciinema upload --server-url https://asciinema.org /tmp/demo.cast
-
-      --- Mermaid Diagrams ---
-      You can render Mermaid diagrams to SVG using the pre-installed mmdc CLI.
-      The puppeteer config (no-sandbox + Chromium path) is at /root/.puppeteerrc.json.
-
-      1) Write a .mmd file with your diagram:
-          cat > /tmp/diagram.mmd << 'EOF'
-          graph TD
-            A[Start] --> B[End]
-          EOF
-
-      2) Render to SVG (the -p flag is required):
-          mmdc -i /tmp/diagram.mmd -o /tmp/diagram.svg -p /root/.puppeteerrc.json
-
-      3) Upload to R2:
-          aws s3 cp /tmp/diagram.svg
-          "s3://$(printenv R2_BUCKET)/$(git rev-parse --abbrev-ref HEAD)/diagram.svg"
-          --endpoint-url "$(printenv R2_ENDPOINT)"
-
-      4) The public URL will be:
-          $(printenv R2_PUBLIC_URL)/<branch>/diagram.svg
-
-      5) Include in PR descriptions using markdown image syntax.
-
-      IMPORTANT: Read docs/autonomous-mode.md before starting any work.
-
-linkedRepos:
-  - repo: windmill-labs/windmill-ee-private
-    alias: ee

CHANGELOG.md

@@ -1,5 +1,91 @@
 # Changelog
 
+## [1.655.0](https://github.com/windmill-labs/windmill/compare/v1.654.0...v1.655.0) (2026-03-12)
+
+
+### Features
+
+* add auto_commit option to Kafka triggers with advanced UI badges ([#8317](https://github.com/windmill-labs/windmill/issues/8317)) ([ec20d76](https://github.com/windmill-labs/windmill/commit/ec20d76216492086842c4f5e4e3b36727a5631e9))
+* partition audit log table by day with configurable retention ([#8292](https://github.com/windmill-labs/windmill/issues/8292)) ([2aef01d](https://github.com/windmill-labs/windmill/commit/2aef01d18c0723aedcc626f4f3991195620774ab))
+* support minimal telemetry mode ([#8243](https://github.com/windmill-labs/windmill/issues/8243)) ([fe1519f](https://github.com/windmill-labs/windmill/commit/fe1519f1284aadd67d5dce46cf0cb52ab351f789))
+
+
+### Bug Fixes
+
+* **cli:** instruct agent to tell user about generate-metadata and sync push instead of running them ([#8318](https://github.com/windmill-labs/windmill/issues/8318)) ([7fb729c](https://github.com/windmill-labs/windmill/commit/7fb729cc8483a2e6966a8e8995678929f4d451a0))
+* fix saved inputs popover infinite loop ([#8311](https://github.com/windmill-labs/windmill/issues/8311)) ([425a75e](https://github.com/windmill-labs/windmill/commit/425a75e030b15fe65676169f9069fbb7da19828e))
+* native mode now properly sets DB pool size and sleep queue ([#8332](https://github.com/windmill-labs/windmill/issues/8332)) ([d8b4132](https://github.com/windmill-labs/windmill/commit/d8b4132b9ae90af759c6655f4f69479f6738e60a))
+* prevent zombie jobs from looping forever ([#8313](https://github.com/windmill-labs/windmill/issues/8313)) ([48bc3e2](https://github.com/windmill-labs/windmill/commit/48bc3e244558dccb1f08f455b299600861788b0d))
+* set min_connections(0) to prevent sqlx pool spin loop ([#8334](https://github.com/windmill-labs/windmill/issues/8334)) ([bf4340f](https://github.com/windmill-labs/windmill/commit/bf4340f40c1eb9cacee4c32e07ba44f2c92bf7c4))
+* show diff editor content for resources without a language ([#8331](https://github.com/windmill-labs/windmill/issues/8331)) ([cbc7e78](https://github.com/windmill-labs/windmill/commit/cbc7e78f8a60bff1d8730a6183cdbc9125d8e2b1))
+* skip python preinstall on native workers ([#8329](https://github.com/windmill-labs/windmill/issues/8329)) ([4306c9e](https://github.com/windmill-labs/windmill/commit/4306c9e4fef317e298a76924edb4f20aa7ced105))
+* skip token expiry notifications for debugger and mcp-oauth tokens ([#8316](https://github.com/windmill-labs/windmill/issues/8316)) ([8667329](https://github.com/windmill-labs/windmill/commit/86673291100fd16aaf216ed33ca9b648b8a2b7a5))
+* use !inline ref for scripts inside flows (preproc, error, ai tool) ([#8319](https://github.com/windmill-labs/windmill/issues/8319)) ([ca8a627](https://github.com/windmill-labs/windmill/commit/ca8a6274bc81ad49fa0c6166694ae4d65a4048cb))
+
+## [1.654.0](https://github.com/windmill-labs/windmill/compare/v1.653.0...v1.654.0) (2026-03-10)
+
+
+### Features
+
+* add git sync support for workspace dependencies ([#8144](https://github.com/windmill-labs/windmill/issues/8144)) ([4f29e05](https://github.com/windmill-labs/windmill/commit/4f29e05e3ae725e0be7ab797f8fa2186d8c5c0a5))
+* add kafka trigger offset reset and auto.offset.reset config ([#8283](https://github.com/windmill-labs/windmill/issues/8283)) ([b02f9e5](https://github.com/windmill-labs/windmill/commit/b02f9e5c2426bff2356e1aaaa18e05b18c5efc6b))
+* add preprocessor support for dedicated workers and bunnative scripts ([#8284](https://github.com/windmill-labs/windmill/issues/8284)) ([dc0e59f](https://github.com/windmill-labs/windmill/commit/dc0e59f432a0e3a53606adb8ac76d2dd2d365ace))
+* add Vertex AI support for Google Gemini models ([#8303](https://github.com/windmill-labs/windmill/issues/8303)) ([cb349cb](https://github.com/windmill-labs/windmill/commit/cb349cb3d1b7561fb70a8c23fa83dc1c9441821c))
+* **frontend:** replace flat sugiyama with recursive compound layout for flow graph ([#8204](https://github.com/windmill-labs/windmill/issues/8204)) ([cad4436](https://github.com/windmill-labs/windmill/commit/cad44365ac17029a2257f12cef061219b0265570))
+
+
+### Bug Fixes
+
+* **cli:** fail when passing an invalid --workspace arg ([#8294](https://github.com/windmill-labs/windmill/issues/8294)) ([f291b1c](https://github.com/windmill-labs/windmill/commit/f291b1cc19689e69e7aa008c19ce747e9c56240e))
+* debounce webhook arg accumulation with max_count/max_time limits ([#8307](https://github.com/windmill-labs/windmill/issues/8307)) ([83be59e](https://github.com/windmill-labs/windmill/commit/83be59e0e866ebd091f1e27c0571710a989fd2e4))
+* delete debounce_key on post-preprocessing limit exceeded ([#8299](https://github.com/windmill-labs/windmill/issues/8299)) ([438f609](https://github.com/windmill-labs/windmill/commit/438f609a78325ee5c2493079ca27bf587fa0d5ff))
+* explicilty fail when --base-url --token --workspace are invalid ([#8302](https://github.com/windmill-labs/windmill/issues/8302)) ([5baeb8c](https://github.com/windmill-labs/windmill/commit/5baeb8c842a392c21457b7561e30b385e02a6a48))
+* handle missing schema in RunnableByPath during wmill.d.ts generation ([#8300](https://github.com/windmill-labs/windmill/issues/8300)) ([b841e0a](https://github.com/windmill-labs/windmill/commit/b841e0a0384941079f37374f8fbbe2dd7fb51897))
+* optimize flow lock generation and add rt.d.ts guidance for TS resource types ([#8295](https://github.com/windmill-labs/windmill/issues/8295)) ([b40cf80](https://github.com/windmill-labs/windmill/commit/b40cf80fdd62cbc31db0872ada551ce213b9dac8))
+* preserve teams oauth tenant on settings page reload ([#8308](https://github.com/windmill-labs/windmill/issues/8308)) ([dbfa271](https://github.com/windmill-labs/windmill/commit/dbfa271b8962fe7b3d2aa8bf494e9557047fc8b3))
+* resync custom_instance_user password on startup ([#8297](https://github.com/windmill-labs/windmill/issues/8297)) ([53ac43f](https://github.com/windmill-labs/windmill/commit/53ac43f5ee34570a9bb7b3441c73095e23690300))
+* show meaningful error messages in database manager schema fetch ([#8296](https://github.com/windmill-labs/windmill/issues/8296)) ([cda8439](https://github.com/windmill-labs/windmill/commit/cda843922dcfd9a02ef9926751cbf8f544d2d4b6))
+* skip loading flow preview history for new flows ([#8293](https://github.com/windmill-labs/windmill/issues/8293)) ([ac8c668](https://github.com/windmill-labs/windmill/commit/ac8c668cb93e56bc2a247bbdbbec14e5608125d2))
+* teams selection not sticking in workspace settings ([#8309](https://github.com/windmill-labs/windmill/issues/8309)) ([fefc8c6](https://github.com/windmill-labs/windmill/commit/fefc8c62a00fe7a39f3104091e08087cd7c37afb))
+
+## [1.653.0](https://github.com/windmill-labs/windmill/compare/v1.652.0...v1.653.0) (2026-03-10)
+
+
+### Features
+
+* add indexer time window setting (default 7 days) ([#8290](https://github.com/windmill-labs/windmill/issues/8290)) ([0c4d72c](https://github.com/windmill-labs/windmill/commit/0c4d72cfe38d61cf3f6e9bc31056005f1adb494d))
+* add slack connection fields to workspace settings export/import ([#8287](https://github.com/windmill-labs/windmill/issues/8287)) ([39e77ec](https://github.com/windmill-labs/windmill/commit/39e77ecd002b41630fa8d146ee0f15369656acda))
+
+
+### Performance Improvements
+
+* optimize job_stats storage for timestamps and zero-memory jobs ([#8289](https://github.com/windmill-labs/windmill/issues/8289)) ([2d8335d](https://github.com/windmill-labs/windmill/commit/2d8335dc43a7cb182eb5a058119d8b0be067cdfd))
+
+## [1.652.0](https://github.com/windmill-labs/windmill/compare/v1.651.1...v1.652.0) (2026-03-09)
+
+
+### Features
+
+* add secretKeyRef support for package registry and storage credentials ([#8275](https://github.com/windmill-labs/windmill/issues/8275)) ([73d27e9](https://github.com/windmill-labs/windmill/commit/73d27e92dd6ced1602f6328f245fec0fa96860e1))
+* expose OTEL trace context as env vars in job execution ([#8277](https://github.com/windmill-labs/windmill/issues/8277)) ([93f75ad](https://github.com/windmill-labs/windmill/commit/93f75ada5e49036f0d998e3d3d53de4dc2c2e83f))
+* workflow-as-code (WAC) v2 ([#8172](https://github.com/windmill-labs/windmill/issues/8172)) ([a6d4390](https://github.com/windmill-labs/windmill/commit/a6d4390790d21d535df1e9d525bffd577c50d8dc))
+
+
+### Bug Fixes
+
+* cli: support deleting linked resources-variables without throwing ([#8248](https://github.com/windmill-labs/windmill/issues/8248)) ([7859bca](https://github.com/windmill-labs/windmill/commit/7859bca6ae80d32a73a46910960afc6812e64115))
+* Database studio fixes ([#8251](https://github.com/windmill-labs/windmill/issues/8251)) ([1d78589](https://github.com/windmill-labs/windmill/commit/1d785899404e8636a206cda9a2914df32a1a5269))
+* **frontend:** unsaved changes dialog when flow already saved ([#8259](https://github.com/windmill-labs/windmill/issues/8259)) ([0330993](https://github.com/windmill-labs/windmill/commit/0330993cb66cdabffcd6e552a0f85a9a3931c62d))
+* gracefully handle uninitialized OTEL tracing proxy port ([#8274](https://github.com/windmill-labs/windmill/issues/8274)) ([8b1fe8f](https://github.com/windmill-labs/windmill/commit/8b1fe8f9de7b0c03655558d0c46cfff71a4b2047))
+* guard iteration picker VirtualList against empty items array ([#8273](https://github.com/windmill-labs/windmill/issues/8273)) ([c97cf60](https://github.com/windmill-labs/windmill/commit/c97cf604ab4a902d89fe873b90dbeb9dabc940eb)), closes [#8272](https://github.com/windmill-labs/windmill/issues/8272)
+* mask secrets in OAuth config debug/log output ([#8269](https://github.com/windmill-labs/windmill/issues/8269)) ([e75763d](https://github.com/windmill-labs/windmill/commit/e75763dbe5ffe08e6cde082203596d510c2c3b29))
+* parallel branchall hang on bad stop_after_all_iters_if + results.x.length null ([#8276](https://github.com/windmill-labs/windmill/issues/8276)) ([41e523f](https://github.com/windmill-labs/windmill/commit/41e523f827c4e3d5db525a1f14e24936b0b8af46))
+* redact secrets in set_global_setting log line ([#8270](https://github.com/windmill-labs/windmill/issues/8270)) ([6a0473c](https://github.com/windmill-labs/windmill/commit/6a0473c5783dc0fef2ae82dc5345a5f0596f124d))
+* remove $bindable() fallback values causing props_invalid_value error in oauth settings ([#8265](https://github.com/windmill-labs/windmill/issues/8265)) ([037035e](https://github.com/windmill-labs/windmill/commit/037035e094937827305dad29bd76a495d78bc46f))
+* skip down migrations in potentially_stale checksum comparison ([#8271](https://github.com/windmill-labs/windmill/issues/8271)) ([5ba4029](https://github.com/windmill-labs/windmill/commit/5ba4029d8692b2e6054fca7f45ed4cfded4738ef))
+* sql input horizontal scroll missing after switching flow steps ([#8249](https://github.com/windmill-labs/windmill/issues/8249)) ([ce8ac9c](https://github.com/windmill-labs/windmill/commit/ce8ac9cf52dc17061673b9b72556279c48c26f8e))
+* wmill workspace whoami output ([#8246](https://github.com/windmill-labs/windmill/issues/8246)) ([1ac391a](https://github.com/windmill-labs/windmill/commit/1ac391a795585747fe5911ac41b157556569fedb))
+
 ## [1.651.1](https://github.com/windmill-labs/windmill/compare/v1.651.0...v1.651.1) (2026-03-05)
 
 

CLAUDE.md

@@ -14,7 +14,7 @@ Open-source platform for internal tools, workflows, API integrations, background
 - **Validation**: `docs/validation.md` — what checks to run based on what you changed
 - **Enterprise**: `docs/enterprise.md` — EE file conventions and PR workflow
 - **Backend patterns**: use the `rust-backend` skill when writing Rust code
-- **Frontend patterns**: use the `svelte-frontend` skill when writing Svelte code
+- **Frontend patterns**: use the `svelte-frontend` skill when writing Svelte code. Do NOT edit svelte files unless you have read that skill.
 - **Domain guides**: `.claude/skills/native-trigger/` and `frontend/tutorial-system-guide.mdc`
 - **Brand/UI guidelines**: `frontend/brand-guidelines.md`
 
@@ -26,6 +26,29 @@ Open-source platform for internal tools, workflows, API integrations, background
 - **Login**: `admin@windmill.dev` / `changeme`
 - **Instance settings**: navigate to `/#superadmin-settings`
 
+## Banned Patterns
+
+### `$bindable(default_value)` on optional props
+
+Using `$bindable(default_value)` on props that can be `undefined` is **banned**. This pattern causes subtle bugs because the default value masks the `undefined` state.
+
+**Bad:**
+
+```svelte
+let { my_prop = $bindable(default_value) }: { my_prop?: string } = $props()
+```
+
+**Correct alternatives:**
+
+1. **Use `$derived` with nullish coalescing** — handle the potential `undefined` at the usage site:
+
+   ```svelte
+   let { my_prop = $bindable() }: { my_prop?: string } = $props()
+   let effective_value = $derived(my_prop ?? default_value)
+   ```
+
+2. **Create a `useMyPropState()` helper** — encapsulate the undefined-handling logic in a reusable function and call it higher in the component tree, so the child component always receives a defined value.
+
 ## Core Principles
 
 - Search for existing code to reuse before writing new code

Dockerfile

@@ -268,11 +268,11 @@ RUN bun install -g windmill-cli \
 RUN curl -fsSL https://claude.ai/install.sh | bash \
     && cp /root/.local/share/claude/versions/* /usr/bin/claude
 
-COPY --from=php:8.3.7-cli /usr/local/bin/php /usr/bin/php
-COPY --from=composer:2.7.6 /usr/bin/composer /usr/bin/composer
+COPY --from=php:8.3.30-cli /usr/local/bin/php /usr/bin/php
+COPY --from=composer:2.9.5 /usr/bin/composer /usr/bin/composer
 
 # add the docker client to call docker from a worker if enabled
-COPY --from=docker:dind /usr/local/bin/docker /usr/local/bin/
+COPY --from=docker:29-dind /usr/local/bin/docker /usr/local/bin/
 
 ENV RUSTUP_HOME="/tmp/windmill/cache/rustup"
 ENV CARGO_HOME="/tmp/windmill/cache/cargo"

backend/.sqlx/query-038d2fde90fa9e99e30d15161777fa3ab402e33edfca46daa95b52e525424586.json

@@ -0,0 +1,41 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "SELECT id, topic, partition, \"offset\" FROM kafka_pending_commits\n           WHERE workspace_id = $1 AND kafka_trigger_path = $2\n           ORDER BY id",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "id",
+        "type_info": "Int8"
+      },
+      {
+        "ordinal": 1,
+        "name": "topic",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 2,
+        "name": "partition",
+        "type_info": "Int4"
+      },
+      {
+        "ordinal": 3,
+        "name": "offset",
+        "type_info": "Int8"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Text",
+        "Text"
+      ]
+    },
+    "nullable": [
+      false,
+      false,
+      false,
+      false
+    ]
+  },
+  "hash": "038d2fde90fa9e99e30d15161777fa3ab402e33edfca46daa95b52e525424586"
+}

backend/.sqlx/query-07168aaf14cb6beff0ad4274b441f7f387f5055c47f493271d26731336257384.json

@@ -46,11 +46,11 @@
       ]
     },
     "nullable": [
-      false,
-      false,
-      false,
-      false,
-      false,
+      true,
+      true,
+      true,
+      true,
+      true,
       true,
       true
     ]

backend/.sqlx/query-072e5ab78f929c6b7264f98c1588cb24cc635836276ee6faa2438f494bfbce04.json

@@ -0,0 +1,29 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "\n            UPDATE kafka_trigger\n            SET\n                kafka_resource_path = $1,\n                group_id = $2,\n                topics = $3,\n                filters = $4,\n                auto_offset_reset = $5,\n                auto_commit = $6,\n                script_path = $7,\n                path = $8,\n                is_flow = $9,\n                edited_by = $10,\n                email = $11,\n                edited_at = now(),\n                server_id = NULL,\n                error = NULL,\n                error_handler_path = $14,\n                error_handler_args = $15,\n                retry = $16\n            WHERE\n                workspace_id = $12 AND path = $13\n            ",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Varchar",
+        "Varchar",
+        "VarcharArray",
+        "JsonbArray",
+        "Varchar",
+        "Bool",
+        "Varchar",
+        "Varchar",
+        "Bool",
+        "Varchar",
+        "Varchar",
+        "Text",
+        "Text",
+        "Varchar",
+        "Jsonb",
+        "Jsonb"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "072e5ab78f929c6b7264f98c1588cb24cc635836276ee6faa2438f494bfbce04"
+}

backend/.sqlx/query-0af0e0a1dddeee2021ba060e390e1b60caa3752669636e9fb0817a68121a9451.json

@@ -0,0 +1,17 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE job_stats SET offsets_cs = array_append(offsets_cs, (EXTRACT(EPOCH FROM (now() - timeseries_start)) * 100)::int), timeseries_int = array_append(timeseries_int, $4) WHERE workspace_id = $1 AND job_id = $2 AND metric_id = $3",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Text",
+        "Uuid",
+        "Text",
+        "Int4"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "0af0e0a1dddeee2021ba060e390e1b60caa3752669636e9fb0817a68121a9451"
+}

backend/.sqlx/query-0cd9cad7109340edc81a5a40620b6efdae570e3416ec6c2493cc04f75c32a699.json

@@ -0,0 +1,16 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE v2_job_queue SET canceled_by = $2, canceled_reason = $3 WHERE id = $1",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Uuid",
+        "Varchar",
+        "Text"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "0cd9cad7109340edc81a5a40620b6efdae570e3416ec6c2493cc04f75c32a699"
+}

backend/.sqlx/query-0d4f28ca0c5697c96711ca7225a9a4013e6ccabb495c371471c9d1287defda8f.json

@@ -0,0 +1,40 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "\n            SELECT j.id, j.runnable_path, j.args, j.kind::text AS \"kind!\"\n            FROM v2_job j\n            JOIN v2_job_queue q ON j.id = q.id\n            WHERE j.runnable_path = $1\n              AND j.kind = 'deploymentcallback'\n            ORDER BY j.created_at DESC\n            ",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "id",
+        "type_info": "Uuid"
+      },
+      {
+        "ordinal": 1,
+        "name": "runnable_path",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 2,
+        "name": "args",
+        "type_info": "Jsonb"
+      },
+      {
+        "ordinal": 3,
+        "name": "kind!",
+        "type_info": "Text"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Text"
+      ]
+    },
+    "nullable": [
+      false,
+      true,
+      true,
+      null
+    ]
+  },
+  "hash": "0d4f28ca0c5697c96711ca7225a9a4013e6ccabb495c371471c9d1287defda8f"
+}

backend/.sqlx/query-10af387fce25f6ea7af275e8e93b7ab1f2fc29a2ba79a39576551bdf66b592b6.json

@@ -0,0 +1,15 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE v2_job_queue SET suspend = $2, suspend_until = now() + interval '14 day' WHERE id = $1",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Uuid",
+        "Int4"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "10af387fce25f6ea7af275e8e93b7ab1f2fc29a2ba79a39576551bdf66b592b6"
+}

backend/.sqlx/query-16c96166ffa6b9aec65c6072b204b52b87e3c2f3d76e47eb173fc78721355066.json

@@ -1,14 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "\n                    WITH _ AS (\n                        UPDATE debounce_key\n                        SET debounced_times = 0, -- reset debounced_times\n                            first_started_at = now(), -- rest\n                            previous_job_id = NULL\n                        WHERE job_id = $1\n                    )\n                    UPDATE v2_job_debounce_batch                 \n                    SET debounce_batch = nextval('debounce_batch_seq') -- move to new batch\n                    WHERE id = $1\n                        ",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Uuid"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "16c96166ffa6b9aec65c6072b204b52b87e3c2f3d76e47eb173fc78721355066"
-}

backend/.sqlx/query-1db82007445ff5f644bb607aa28f5747cb50d193475fff5fcfdde37d1bc74636.json

@@ -1,17 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "UPDATE job_stats SET timestamps = array_append(timestamps, now()), timeseries_int = array_append(timeseries_int, $4) WHERE workspace_id = $1 AND job_id = $2 AND metric_id = $3",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Uuid",
-        "Text",
-        "Int4"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "1db82007445ff5f644bb607aa28f5747cb50d193475fff5fcfdde37d1bc74636"
-}

backend/.sqlx/query-1df610a583e86edb70c374fd66c68554a6a4291426c09dd5b04fd832f9d31208.json

@@ -0,0 +1,23 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "SELECT reset_offset FROM kafka_trigger WHERE workspace_id = $1 AND path = $2",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "reset_offset",
+        "type_info": "Bool"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Text",
+        "Text"
+      ]
+    },
+    "nullable": [
+      false
+    ]
+  },
+  "hash": "1df610a583e86edb70c374fd66c68554a6a4291426c09dd5b04fd832f9d31208"
+}

backend/.sqlx/query-2c8b8ed14647332491846ae3fa8b0ab8113d52ae8ae613a810c2b452e0972d05.json

@@ -0,0 +1,22 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "SELECT EXISTS(SELECT 1 FROM v2_job_queue WHERE id = $1)",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "exists",
+        "type_info": "Bool"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Uuid"
+      ]
+    },
+    "nullable": [
+      null
+    ]
+  },
+  "hash": "2c8b8ed14647332491846ae3fa8b0ab8113d52ae8ae613a810c2b452e0972d05"
+}

backend/.sqlx/query-3317484a9c09c07c2c9db9debaecc4a4d518093ab48e79365dbb808068e0b8ff.json

@@ -0,0 +1,23 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "DELETE FROM variable WHERE path = $1 AND workspace_id = $2 RETURNING path",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "path",
+        "type_info": "Varchar"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Text",
+        "Text"
+      ]
+    },
+    "nullable": [
+      false
+    ]
+  },
+  "hash": "3317484a9c09c07c2c9db9debaecc4a4d518093ab48e79365dbb808068e0b8ff"
+}

backend/.sqlx/query-36b95bc7956eb7bba7cd6fa9cd829980a0bf4970b919cabad1daab16627404fc.json

@@ -0,0 +1,22 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "SELECT (config->>'native_mode')::boolean FROM config WHERE name = $1",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "bool",
+        "type_info": "Bool"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Text"
+      ]
+    },
+    "nullable": [
+      null
+    ]
+  },
+  "hash": "36b95bc7956eb7bba7cd6fa9cd829980a0bf4970b919cabad1daab16627404fc"
+}

backend/.sqlx/query-45fc21026fa76e5d69f00a68a7be81abb3ec627578f2d14f0ce33896dc6ab4cf.json

@@ -0,0 +1,23 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "\n        INSERT INTO kafka_trigger (\n            path, kafka_resource_path, topics, group_id, script_path,\n            is_flow, workspace_id, edited_by, email, auto_commit\n        )\n        VALUES ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)\n        ",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Varchar",
+        "Varchar",
+        "VarcharArray",
+        "Varchar",
+        "Varchar",
+        "Bool",
+        "Varchar",
+        "Varchar",
+        "Varchar",
+        "Bool"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "45fc21026fa76e5d69f00a68a7be81abb3ec627578f2d14f0ce33896dc6ab4cf"
+}

backend/.sqlx/query-48b394bd9ca63d33a7ea97113b0096bd0777da52c05e23262572089e0c3c6c46.json

@@ -0,0 +1,16 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "\n        UPDATE workspace_settings\n        SET git_app_installations = (\n            SELECT jsonb_agg(\n                CASE\n                    WHEN (elem->>'installation_id')::bigint = $2 THEN $1::jsonb\n                    ELSE elem\n                END\n            )\n            FROM jsonb_array_elements(git_app_installations) AS elem\n        )\n        WHERE workspace_id = $3\n        ",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Jsonb",
+        "Int8",
+        "Text"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "48b394bd9ca63d33a7ea97113b0096bd0777da52c05e23262572089e0c3c6c46"
+}

backend/.sqlx/query-4b2a29b3ef7ec4802d81ec4b706623b991c938e40d0db25290b03dc0577c2740.json

@@ -0,0 +1,23 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "SELECT auto_commit FROM kafka_trigger WHERE workspace_id = $1 AND path = $2",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "auto_commit",
+        "type_info": "Bool"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Text",
+        "Text"
+      ]
+    },
+    "nullable": [
+      false
+    ]
+  },
+  "hash": "4b2a29b3ef7ec4802d81ec4b706623b991c938e40d0db25290b03dc0577c2740"
+}

backend/.sqlx/query-4cf4be7a981173d3f242887d9313c7e60d23e9827f23c0de5b546ed56697d54a.json

@@ -1,6 +1,6 @@
 {
   "db_name": "PostgreSQL",
-  "query": "\n        SELECT kafka_resource_path, topics, group_id, mode AS \"mode: String\"\n        FROM kafka_trigger\n        WHERE workspace_id = $1 AND path = $2\n        ",
+  "query": "\n        SELECT kafka_resource_path, topics, group_id, mode AS \"mode: String\",\n               auto_offset_reset, auto_commit, reset_offset\n        FROM kafka_trigger\n        WHERE workspace_id = $1 AND path = $2\n        ",
   "describe": {
     "columns": [
       {
@@ -33,6 +33,21 @@
             }
           }
         }
+      },
+      {
+        "ordinal": 4,
+        "name": "auto_offset_reset",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 5,
+        "name": "auto_commit",
+        "type_info": "Bool"
+      },
+      {
+        "ordinal": 6,
+        "name": "reset_offset",
+        "type_info": "Bool"
       }
     ],
     "parameters": {
@@ -42,11 +57,14 @@
       ]
     },
     "nullable": [
+      false,
+      false,
+      false,
       false,
       false,
       false,
       false
     ]
   },
-  "hash": "7e3bfb33fb771aec39b43a7550091ce7c9b1261b52d10f4a7f3273fed3c916df"
+  "hash": "4cf4be7a981173d3f242887d9313c7e60d23e9827f23c0de5b546ed56697d54a"
 }

backend/.sqlx/query-50807b807bb901a380926798be655c13a18dfd26e237a8218d3006e2898b5aa3.json

@@ -0,0 +1,23 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "\n        SELECT auto_commit\n        FROM kafka_trigger\n        WHERE workspace_id = $1 AND path = $2\n        ",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "auto_commit",
+        "type_info": "Bool"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Text",
+        "Text"
+      ]
+    },
+    "nullable": [
+      false
+    ]
+  },
+  "hash": "50807b807bb901a380926798be655c13a18dfd26e237a8218d3006e2898b5aa3"
+}

backend/.sqlx/query-56f7325e3b0316866714e76d94b50d9d258c288883b2b5b0ab286f5cb50850b5.json

@@ -1,16 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "UPDATE v2_job_status SET\n                        workflow_as_code_status = jsonb_set(\n                            jsonb_set(\n                                COALESCE(workflow_as_code_status, '{}'::jsonb),\n                                array[$1],\n                                COALESCE(workflow_as_code_status->$1, '{}'::jsonb)\n                            ),\n                            array[$1, 'duration_ms'],\n                            to_jsonb($2::bigint)\n                        )\n                    WHERE id = $3",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Int8",
-        "Uuid"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "56f7325e3b0316866714e76d94b50d9d258c288883b2b5b0ab286f5cb50850b5"
-}

backend/.sqlx/query-5a219a2532517869578c4504ff3153c43903f929ae5d62fbba12610f89c36d55.json

@@ -15,7 +15,7 @@
       ]
     },
     "nullable": [
-      true
+      null
     ]
   },
   "hash": "5a219a2532517869578c4504ff3153c43903f929ae5d62fbba12610f89c36d55"

backend/.sqlx/query-5dd6315ec270c268e905262e4b0a920837354d91a0ae16b1236c1267da71765f.json

@@ -1,6 +1,6 @@
 {
   "db_name": "PostgreSQL",
-  "query": "\n            INSERT INTO kafka_trigger (\n                workspace_id,\n                path,\n                kafka_resource_path,\n                group_id,\n                topics,\n                filters,\n                script_path,\n                is_flow,\n                mode,\n                edited_by,\n                email,\n                edited_at,\n                error_handler_path,\n                error_handler_args,\n                retry\n            ) VALUES (\n                $1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11, now(), $12, $13, $14\n            )\n            ",
+  "query": "\n            INSERT INTO kafka_trigger (\n                workspace_id,\n                path,\n                kafka_resource_path,\n                group_id,\n                topics,\n                filters,\n                auto_offset_reset,\n                auto_commit,\n                script_path,\n                is_flow,\n                mode,\n                edited_by,\n                email,\n                edited_at,\n                error_handler_path,\n                error_handler_args,\n                retry\n            ) VALUES (\n                $1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11, $12, $13, now(), $14, $15, $16\n            )\n            ",
   "describe": {
     "columns": [],
     "parameters": {
@@ -13,6 +13,8 @@
         "JsonbArray",
         "Varchar",
         "Bool",
+        "Varchar",
+        "Bool",
         {
           "Custom": {
             "name": "trigger_mode",
@@ -34,5 +36,5 @@
     },
     "nullable": []
   },
-  "hash": "aed5439aa6dad950e505f9f8f6914fa5ca21319c501b2822c9bc751ddfc9a0a4"
+  "hash": "5dd6315ec270c268e905262e4b0a920837354d91a0ae16b1236c1267da71765f"
 }

backend/.sqlx/query-80bad96cbec6b5eca57a6380e7515565490a271050dcc4b5aac2b730ae3a55b9.json

@@ -0,0 +1,14 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "DELETE FROM kafka_pending_commits WHERE id = ANY($1)",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Int8Array"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "80bad96cbec6b5eca57a6380e7515565490a271050dcc4b5aac2b730ae3a55b9"
+}

backend/.sqlx/query-9229d9a9ff389cf26e480b604b83900e2d362ee934ef27284ef39f4eed440e59.json

@@ -1,6 +1,6 @@
 {
   "db_name": "PostgreSQL",
-  "query": "WITH active_users AS (SELECT distinct username as email FROM audit WHERE timestamp > NOW() - INTERVAL '1 month' AND (operation = 'users.login' OR operation = 'oauth.login' OR operation = 'users.token.refresh')),\n            authors as (SELECT distinct email FROM usr WHERE usr.operator IS false)\n            SELECT email, email NOT IN (SELECT email FROM authors) as operator_only, login_type::text, verified, super_admin, devops, name, company, username, first_time_user\n            FROM password\n            WHERE email IN (SELECT email FROM active_users)\n            ORDER BY super_admin DESC, devops DESC\n            LIMIT $1 OFFSET $2",
+  "query": "WITH active_users AS (SELECT distinct username as email FROM (SELECT username, timestamp, operation FROM audit_partitioned UNION ALL SELECT username, timestamp, operation FROM audit) AS a WHERE timestamp > NOW() - INTERVAL '1 month' AND (operation = 'users.login' OR operation = 'oauth.login' OR operation = 'users.token.refresh')),\n            authors as (SELECT distinct email FROM usr WHERE usr.operator IS false)\n            SELECT email, email NOT IN (SELECT email FROM authors) as operator_only, login_type::text, verified, super_admin, devops, name, company, username, first_time_user\n            FROM password\n            WHERE email IN (SELECT email FROM active_users)\n            ORDER BY super_admin DESC, devops DESC\n            LIMIT $1 OFFSET $2",
   "describe": {
     "columns": [
       {
@@ -73,5 +73,5 @@
       false
     ]
   },
-  "hash": "72d3ebb05ac1ffeb0e8d0a3146d95bb5b90e7c4d1dc2c8a6ef06eddf6678f230"
+  "hash": "9229d9a9ff389cf26e480b604b83900e2d362ee934ef27284ef39f4eed440e59"
 }

backend/.sqlx/query-a35164456ade8e79cb8f5418c8fe82c45be45409f881292f0d4a3316362ba1f4.json

@@ -0,0 +1,14 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE v2_job_queue SET suspend = GREATEST(suspend - 1, 0) WHERE id = $1",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Uuid"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "a35164456ade8e79cb8f5418c8fe82c45be45409f881292f0d4a3316362ba1f4"
+}

backend/.sqlx/query-a684f160d1a366c1928fef27c613e6e08f808f423c8f2d58b9c849aba7d176f5.json

@@ -0,0 +1,14 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE v2_job_queue SET running = false, started_at = null WHERE id = $1",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Uuid"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "a684f160d1a366c1928fef27c613e6e08f808f423c8f2d58b9c849aba7d176f5"
+}

backend/.sqlx/query-a72081cb042f09034338dcb49381e91093233cf16af0dae666b4743f3878b22e.json

@@ -0,0 +1,14 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE v2_job_queue SET suspend = 0, suspend_until = NULL WHERE id = $1",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Uuid"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "a72081cb042f09034338dcb49381e91093233cf16af0dae666b4743f3878b22e"
+}

backend/.sqlx/query-a837494a58ab58bfa18c0385350a861076a5fc4f7eefceb1c0de5cf55293f327.json

@@ -0,0 +1,17 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE job_stats SET offsets_cs = array_append(offsets_cs, (EXTRACT(EPOCH FROM (now() - timeseries_start)) * 100)::int), timeseries_float = array_append(timeseries_float, $4) WHERE workspace_id = $1 AND job_id = $2 AND metric_id = $3",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Text",
+        "Uuid",
+        "Text",
+        "Float4"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "a837494a58ab58bfa18c0385350a861076a5fc4f7eefceb1c0de5cf55293f327"
+}

backend/.sqlx/query-ad5fc9212a123a8328397496ef3b5eea1780226698e419ac59ba55012296913d.json

@@ -0,0 +1,28 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "\n                    SELECT\n                        (elem->>'installation_id')::bigint as installation_id,\n                        elem->>'github_base_url' as github_base_url\n                    FROM workspace_settings,\n                    LATERAL jsonb_array_elements(git_app_installations) AS elem\n                    WHERE workspace_id = $1\n                    ",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "installation_id",
+        "type_info": "Int8"
+      },
+      {
+        "ordinal": 1,
+        "name": "github_base_url",
+        "type_info": "Text"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Text"
+      ]
+    },
+    "nullable": [
+      null,
+      null
+    ]
+  },
+  "hash": "ad5fc9212a123a8328397496ef3b5eea1780226698e419ac59ba55012296913d"
+}

backend/.sqlx/query-ae7adc583cdd3f876164ed60569ed531b05eaa17fccc599306eb1a96a65ee761.json

@@ -1,6 +1,6 @@
 {
   "db_name": "PostgreSQL",
-  "query": "\n        SELECT\n            (elem->>'installation_id')::bigint as installation_id,\n            elem->>'account_id' as account_id\n        FROM workspace_settings,\n        LATERAL jsonb_array_elements(git_app_installations) AS elem\n        WHERE workspace_id = $1\n        ",
+  "query": "\n        SELECT\n            (elem->>'installation_id')::bigint as installation_id,\n            elem->>'account_id' as account_id,\n            elem->>'github_base_url' as github_base_url\n        FROM workspace_settings,\n        LATERAL jsonb_array_elements(git_app_installations) AS elem\n        WHERE workspace_id = $1\n        ",
   "describe": {
     "columns": [
       {
@@ -12,6 +12,11 @@
         "ordinal": 1,
         "name": "account_id",
         "type_info": "Text"
+      },
+      {
+        "ordinal": 2,
+        "name": "github_base_url",
+        "type_info": "Text"
       }
     ],
     "parameters": {
@@ -20,9 +25,10 @@
       ]
     },
     "nullable": [
+      null,
       null,
       null
     ]
   },
-  "hash": "0ee14619dd81df460b2b8cc6df2b89646279f77469c35deffca8e17a11d7f6c8"
+  "hash": "ae7adc583cdd3f876164ed60569ed531b05eaa17fccc599306eb1a96a65ee761"
 }

backend/.sqlx/query-b4d48c820bf41619bffa8f62367e98369e1d93514e1618723a34bf96080d4ebc.json

@@ -1,16 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "\n            UPDATE workspace_settings\n            SET git_app_installations = (\n                SELECT jsonb_agg(\n                    CASE\n                        WHEN (elem->>'installation_id')::bigint = $2 THEN $1::jsonb\n                        ELSE elem\n                    END\n                )\n                FROM jsonb_array_elements(git_app_installations) AS elem\n            )\n            WHERE workspace_id = $3\n            ",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Jsonb",
-        "Int8",
-        "Text"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "b4d48c820bf41619bffa8f62367e98369e1d93514e1618723a34bf96080d4ebc"
-}

backend/.sqlx/query-b663e6baf2f8da00c6d94e5b8e35be9d9f51071978c0e48df4284d8b90000a4a.json

@@ -0,0 +1,22 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE v2_job_queue SET suspend = GREATEST(suspend - 1, 0) WHERE id = $1 RETURNING suspend",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "suspend",
+        "type_info": "Int4"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Uuid"
+      ]
+    },
+    "nullable": [
+      false
+    ]
+  },
+  "hash": "b663e6baf2f8da00c6d94e5b8e35be9d9f51071978c0e48df4284d8b90000a4a"
+}

backend/.sqlx/query-be00ac55e8668a0ed3befda7d8595c7cda0cba0b119d4fdb8a0dea1b28a1d560.json

@@ -1,22 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "\n                    SELECT\n                        (elem->>'installation_id')::bigint as installation_id\n                    FROM workspace_settings,\n                    LATERAL jsonb_array_elements(git_app_installations) AS elem\n                    WHERE workspace_id = $1\n                    ",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "installation_id",
-        "type_info": "Int8"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text"
-      ]
-    },
-    "nullable": [
-      null
-    ]
-  },
-  "hash": "be00ac55e8668a0ed3befda7d8595c7cda0cba0b119d4fdb8a0dea1b28a1d560"
-}

backend/.sqlx/query-beecb176df512e4a94771d0d73c4c597e07e53d499131b57e4d6441fd0af09cb.json

@@ -0,0 +1,15 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "INSERT INTO v2_job_completed\n            (workspace_id, id, started_at, duration_ms, result, memory_peak, status, worker)\n        SELECT q.workspace_id, q.id, q.started_at,\n            COALESCE((EXTRACT('epoch' FROM now()) - EXTRACT('epoch' FROM COALESCE(q.started_at, now()))) * 1000, 0)::bigint,\n            $2::jsonb, r.memory_peak, 'failure'::job_status, q.worker\n        FROM v2_job_queue q\n        LEFT JOIN v2_job_runtime r ON r.id = q.id\n        WHERE q.id = $1\n        ON CONFLICT (id) DO UPDATE SET status = 'failure', result = $2::jsonb",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Uuid",
+        "Jsonb"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "beecb176df512e4a94771d0d73c4c597e07e53d499131b57e4d6441fd0af09cb"
+}

backend/.sqlx/query-bf2aeb9a1e649106d2a084c1d628690a44573c1869a206474811215714ba97c2.json

@@ -1,15 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "DELETE FROM resource WHERE path = $1 AND workspace_id = $2",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Text"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "bf2aeb9a1e649106d2a084c1d628690a44573c1869a206474811215714ba97c2"
-}

backend/.sqlx/query-c2f38c9e09aac73d10e8f327715927c07832badb2c9145d5996b829163bdf7d9.json

@@ -0,0 +1,23 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE kafka_trigger SET reset_offset = true, server_id = NULL WHERE workspace_id = $1 AND path = $2 RETURNING true",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "?column?",
+        "type_info": "Bool"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Text",
+        "Text"
+      ]
+    },
+    "nullable": [
+      null
+    ]
+  },
+  "hash": "c2f38c9e09aac73d10e8f327715927c07832badb2c9145d5996b829163bdf7d9"
+}

backend/.sqlx/query-c331609952e0b98d36f605bd5d2933aa54523bf44d63e304440e53b9eadd5340.json

@@ -0,0 +1,24 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE v2_job_status SET\n                        workflow_as_code_status = jsonb_set(\n                            jsonb_set(\n                                workflow_as_code_status,\n                                array[$1],\n                                COALESCE(workflow_as_code_status->$1, '{}'::jsonb)\n                            ),\n                            array[$1, 'duration_ms'],\n                            to_jsonb($2::bigint)\n                        )\n                    WHERE id = $3 AND workflow_as_code_status IS NOT NULL\n                    RETURNING workflow_as_code_status->'_checkpoint'->'pending_steps'->'job_ids' AS \"job_ids: serde_json::Value\"",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "job_ids: serde_json::Value",
+        "type_info": "Jsonb"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Text",
+        "Int8",
+        "Uuid"
+      ]
+    },
+    "nullable": [
+      null
+    ]
+  },
+  "hash": "c331609952e0b98d36f605bd5d2933aa54523bf44d63e304440e53b9eadd5340"
+}

backend/.sqlx/query-c944e384c4b4c6455b431978adc54d176f294b661675392cf92561c0e6e02e6e.json

@@ -0,0 +1,22 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "SELECT args FROM v2_job WHERE id = $1",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "args",
+        "type_info": "Jsonb"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Uuid"
+      ]
+    },
+    "nullable": [
+      true
+    ]
+  },
+  "hash": "c944e384c4b4c6455b431978adc54d176f294b661675392cf92561c0e6e02e6e"
+}

backend/.sqlx/query-c9530931f670eab1208c4a284a55afdc3fcbb0eb5f98fd63e2ec89442becbfaa.json

@@ -1,14 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "\n                WITH _ AS (\n                    UPDATE debounce_key\n                    SET debounced_times = 0,\n                        first_started_at = now(),\n                        previous_job_id = NULL\n                    WHERE job_id = $1\n                )\n                UPDATE v2_job_debounce_batch\n                SET debounce_batch = nextval('debounce_batch_seq')\n                WHERE id = $1\n                    ",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Uuid"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "c9530931f670eab1208c4a284a55afdc3fcbb0eb5f98fd63e2ec89442becbfaa"
-}

backend/.sqlx/query-d44c37882150532383d1058639f4d3af288a346c50f29809dbc55a34088a0abc.json

@@ -1,17 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "UPDATE job_stats SET timestamps = array_append(timestamps, now()), timeseries_float = array_append(timeseries_float, $4) WHERE workspace_id = $1 AND job_id = $2 AND metric_id = $3",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Uuid",
-        "Text",
-        "Float4"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "d44c37882150532383d1058639f4d3af288a346c50f29809dbc55a34088a0abc"
-}

backend/.sqlx/query-dbc7e74e259b502e700491ee0248e0c9c8c61e1bf609be60ac5dc5d438189353.json

@@ -1,6 +1,6 @@
 {
   "db_name": "PostgreSQL",
-  "query": "\n        WITH job_info AS (\n            SELECT id, kind::text AS kind, parent_job\n            FROM v2_job\n            WHERE id = $1\n        )\n        SELECT\n            q.id AS \"id!\",\n            s.flow_status,\n            q.suspend AS \"suspend!\",\n            j.runnable_path AS script_path,\n            j.permissioned_as_email AS email,\n            (ji.kind IN ('flow', 'flowpreview')) AS \"is_flow_level!\"\n        FROM job_info ji\n        JOIN v2_job_queue q ON q.id = CASE\n            WHEN ji.kind IN ('flow', 'flowpreview') THEN ji.id\n            ELSE ji.parent_job\n        END\n        JOIN v2_job j ON j.id = q.id\n        JOIN v2_job_status s ON s.id = q.id\n        FOR UPDATE OF q\n        ",
+  "query": "\n        WITH job_info AS (\n            SELECT id, kind::text AS kind, parent_job\n            FROM v2_job\n            WHERE id = $1\n        )\n        SELECT\n            q.id AS \"id!\",\n            s.flow_status,\n            q.suspend AS \"suspend!\",\n            j.runnable_path AS script_path,\n            j.permissioned_as_email AS email,\n            (ji.kind IN ('flow', 'flowpreview')) AS \"is_flow_level!\",\n            (ji.kind NOT IN ('flow', 'flowpreview') AND q.id = ji.id) AS \"is_wac!\"\n        FROM job_info ji\n        JOIN v2_job_queue q ON q.id = CASE\n            WHEN ji.kind IN ('flow', 'flowpreview') THEN ji.id\n            ELSE COALESCE(ji.parent_job, ji.id)\n        END\n        JOIN v2_job j ON j.id = q.id\n        LEFT JOIN v2_job_status s ON s.id = q.id\n        FOR UPDATE OF q\n        ",
   "describe": {
     "columns": [
       {
@@ -32,6 +32,11 @@
         "ordinal": 5,
         "name": "is_flow_level!",
         "type_info": "Bool"
+      },
+      {
+        "ordinal": 6,
+        "name": "is_wac!",
+        "type_info": "Bool"
       }
     ],
     "parameters": {
@@ -45,8 +50,9 @@
       false,
       true,
       false,
+      null,
       null
     ]
   },
-  "hash": "1a0ab65bbf2751f702fc696c1e32a7dd9524cdd806be1ad8e9ab88d4c88d3f82"
+  "hash": "dbc7e74e259b502e700491ee0248e0c9c8c61e1bf609be60ac5dc5d438189353"
 }

backend/.sqlx/query-e2921e44c70cf6c76c55177f2b56985e84c59ecb3e1a13fcf27d5f7ae5f8d84c.json

@@ -1,27 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "\n            UPDATE kafka_trigger\n            SET\n                kafka_resource_path = $1,\n                group_id = $2,\n                topics = $3,\n                filters = $4,\n                script_path = $5,\n                path = $6,\n                is_flow = $7,\n                edited_by = $8,\n                email = $9,\n                edited_at = now(),\n                server_id = NULL,\n                error = NULL,\n                error_handler_path = $12,\n                error_handler_args = $13,\n                retry = $14\n            WHERE\n                workspace_id = $10 AND path = $11\n            ",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Varchar",
-        "Varchar",
-        "VarcharArray",
-        "JsonbArray",
-        "Varchar",
-        "Varchar",
-        "Bool",
-        "Varchar",
-        "Varchar",
-        "Text",
-        "Text",
-        "Varchar",
-        "Jsonb",
-        "Jsonb"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "e2921e44c70cf6c76c55177f2b56985e84c59ecb3e1a13fcf27d5f7ae5f8d84c"
-}

backend/.sqlx/query-ef15599f532fab2cbb487542ffec047cf3b7ce22ce868db1b1a63e6c10d0d12b.json

@@ -0,0 +1,15 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE kafka_trigger SET reset_offset = false WHERE workspace_id = $1 AND path = $2",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Text",
+        "Text"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "ef15599f532fab2cbb487542ffec047cf3b7ce22ce868db1b1a63e6c10d0d12b"
+}

backend/.sqlx/query-f56c58fea9f27d2e55d33720e032808e90cb068d1048717f82992f476377cc20.json

@@ -0,0 +1,15 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE v2_job_queue SET suspend = 1, suspend_until = now() + make_interval(secs => $2) WHERE id = $1",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Uuid",
+        "Float8"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "f56c58fea9f27d2e55d33720e032808e90cb068d1048717f82992f476377cc20"
+}

backend/.sqlx/query-f67e5c96eb9cb35953d4c3e83e0fcbb5b647737e0366529a2f418218b1a74679.json

@@ -0,0 +1,18 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "INSERT INTO kafka_pending_commits (workspace_id, kafka_trigger_path, topic, partition, \"offset\")\n           VALUES ($1, $2, $3, $4, $5)",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Varchar",
+        "Varchar",
+        "Varchar",
+        "Int4",
+        "Int8"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "f67e5c96eb9cb35953d4c3e83e0fcbb5b647737e0366529a2f418218b1a74679"
+}

backend/.sqlx/query-fbccafe6d34093a723b9d5a6ee8d618a80ceba6de2d39202e6293ef5207c31f6.json

@@ -1,6 +1,6 @@
 {
   "db_name": "PostgreSQL",
-  "query": "INSERT INTO audit\n        (workspace_id, username, operation, action_kind, resource, parameters, email, span)\n        VALUES ($1, $2, $3, $4, $5, $6, $7, $8)",
+  "query": "INSERT INTO audit_partitioned\n        (workspace_id, username, operation, action_kind, resource, parameters, email, span)\n        VALUES ($1, $2, $3, $4, $5, $6, $7, $8)",
   "describe": {
     "columns": [],
     "parameters": {
@@ -29,5 +29,5 @@
     },
     "nullable": []
   },
-  "hash": "ad8487a797713b3a6c10fb399c9fb8dcd940bb92e998145e250f28ccfe1c7033"
+  "hash": "fbccafe6d34093a723b9d5a6ee8d618a80ceba6de2d39202e6293ef5207c31f6"
 }

backend/Cargo.lock

@@ -7103,7 +7103,7 @@ dependencies = [
  "libc",
  "percent-encoding",
  "pin-project-lite",
- "socket2 0.6.2",
+ "socket2 0.6.3",
  "system-configuration",
  "tokio",
  "tower-service",
@@ -7974,9 +7974,9 @@ dependencies = [
 
 [[package]]
 name = "libc"
-version = "0.2.182"
+version = "0.2.183"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6800badb6cb2082ffd7b6a67e6125bb39f18782f793520caee8cb8846be06112"
+checksum = "b5b646652bf6661599e1da8901b3b9522896f01e736bad5f723fe7a3a27f899d"
 
 [[package]]
 name = "libffi"
@@ -8102,9 +8102,9 @@ dependencies = [
 
 [[package]]
 name = "libz-sys"
-version = "1.1.24"
+version = "1.1.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4735e9cbde5aac84a5ce588f6b23a90b9b0b528f6c5a8db8a4aff300463a0839"
+checksum = "d52f4c29e2a68ac30c9087e1b772dc9f44a2b66ed44edf2266cf2be9b03dafc1"
 dependencies = [
  "cc",
  "libc",
@@ -9383,9 +9383,9 @@ checksum = "80adb31078122c880307e9cdfd4e3361e6545c319f9b9dcafcb03acd3b51a575"
 
 [[package]]
 name = "once_cell"
-version = "1.21.3"
+version = "1.21.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
+checksum = "9f7c3e4beb33f85d45ae3e3a1792185706c8e16d043238c593331cc7cd313b50"
 
 [[package]]
 name = "once_cell_polyfill"
@@ -9460,9 +9460,9 @@ dependencies = [
 
 [[package]]
 name = "openssl"
-version = "0.10.75"
+version = "0.10.76"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08838db121398ad17ab8531ce9de97b244589089e290a384c900cb9ff7434328"
+checksum = "951c002c75e16ea2c65b8c7e4d3d51d5530d8dfa7d060b4776828c88cfb18ecf"
 dependencies = [
  "bitflags 2.9.4",
  "cfg-if",
@@ -9507,9 +9507,9 @@ dependencies = [
 
 [[package]]
 name = "openssl-sys"
-version = "0.9.111"
+version = "0.9.112"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "82cab2d520aa75e3c58898289429321eb788c3106963d0dc886ec7a5f4adc321"
+checksum = "57d55af3b3e226502be1526dfdba67ab0e9c96fc293004e79576b2b9edb0dbdb"
 dependencies = [
  "cc",
  "libc",
@@ -10641,9 +10641,9 @@ dependencies = [
 
 [[package]]
 name = "quick_cache"
-version = "0.6.18"
+version = "0.6.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7ada44a88ef953a3294f6eb55d2007ba44646015e18613d2f213016379203ef3"
+checksum = "530e84778a55de0f52645a51d4e3b9554978acd6a1e7cd50b6a6784692b3029e"
 dependencies = [
  "ahash 0.8.12",
  "equivalent",
@@ -10664,7 +10664,7 @@ dependencies = [
  "quinn-udp",
  "rustc-hash 2.1.1",
  "rustls 0.23.35",
- "socket2 0.6.2",
+ "socket2 0.6.3",
  "thiserror 2.0.18",
  "tokio",
  "tracing",
@@ -10673,9 +10673,9 @@ dependencies = [
 
 [[package]]
 name = "quinn-proto"
-version = "0.11.13"
+version = "0.11.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f1906b49b0c3bc04b5fe5d86a77925ae6524a19b816ae38ce1e426255f1d8a31"
+checksum = "434b42fec591c96ef50e21e886936e66d3cc3f737104fdb9b737c40ffb94c098"
 dependencies = [
  "aws-lc-rs",
  "bytes",
@@ -10702,7 +10702,7 @@ dependencies = [
  "cfg_aliases 0.2.1",
  "libc",
  "once_cell",
- "socket2 0.6.2",
+ "socket2 0.6.3",
  "tracing",
  "windows-sys 0.60.2",
 ]
@@ -11987,9 +11987,9 @@ checksum = "ece8e78b2f38ec51c51f5d475df0a7187ba5111b2a28bdc761ee05b075d40a71"
 
 [[package]]
 name = "schannel"
-version = "0.1.28"
+version = "0.1.29"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "891d81b926048e76efe18581bf793546b4c0eaf8448d72be8de2bbee5fd166e1"
+checksum = "91c1b7e4904c873ef0710c1f407dde2e6287de2bebc1bbbf7d430bb7cbffd939"
 dependencies = [
  "windows-sys 0.61.2",
 ]
@@ -12677,12 +12677,12 @@ dependencies = [
 
 [[package]]
 name = "socket2"
-version = "0.6.2"
+version = "0.6.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "86f4aa3ad99f2088c990dfa82d367e19cb29268ed67c574d10d0a4bfe71f07e0"
+checksum = "3a766e1110788c36f4fa1c2b71b387a7815aa65f88ce0229841826633d93723e"
 dependencies = [
  "libc",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -13854,9 +13854,9 @@ dependencies = [
 
 [[package]]
 name = "tempfile"
-version = "3.26.0"
+version = "3.27.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "82a72c767771b47409d2345987fda8628641887d5466101319899796367354a0"
+checksum = "32497e9a4c7b38532efcdebeef879707aa9f794296a4f0244f6f69e9bc8574bd"
 dependencies = [
  "fastrand",
  "getrandom 0.4.2",
@@ -14462,7 +14462,7 @@ dependencies = [
  "indexmap 2.11.1",
  "toml_datetime 0.7.0",
  "toml_parser",
- "winnow 0.7.14",
+ "winnow 0.7.15",
 ]
 
 [[package]]
@@ -14471,7 +14471,7 @@ version = "1.0.9+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "702d4415e08923e7e1ef96cd5727c0dfed80b4d2fa25db9647fe5eb6f7c5a4c4"
 dependencies = [
- "winnow 0.7.14",
+ "winnow 0.7.15",
 ]
 
 [[package]]
@@ -15741,7 +15741,7 @@ dependencies = [
 
 [[package]]
 name = "windmill"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-nats",
@@ -15808,7 +15808,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-alerting"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "axum 0.7.9",
  "chrono",
@@ -15821,7 +15821,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "argon2",
@@ -15849,6 +15849,7 @@ dependencies = [
  "dashmap 6.1.0",
  "datafusion",
  "ed25519-dalek",
+ "eventsource-stream",
  "flate2",
  "futures",
  "git-version",
@@ -15940,6 +15941,7 @@ dependencies = [
  "windmill-parser-py",
  "windmill-parser-py-imports",
  "windmill-parser-sql",
+ "windmill-parser-sql-asset",
  "windmill-parser-ts",
  "windmill-queue",
  "windmill-store",
@@ -15960,7 +15962,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-agent-workers"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "axum 0.7.9",
  "chrono",
@@ -15983,7 +15985,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-assets"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "axum 0.7.9",
  "chrono",
@@ -15996,7 +15998,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-auth"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "axum 0.7.9",
@@ -16022,7 +16024,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-client"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "reqwest 0.12.28",
  "serde",
@@ -16032,7 +16034,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-configs"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "axum 0.7.9",
  "chrono",
@@ -16049,7 +16051,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-debug"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "axum 0.7.9",
  "base64 0.22.1",
@@ -16072,7 +16074,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-embeddings"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "axum 0.7.9",
@@ -16095,7 +16097,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-flow-conversations"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "axum 0.7.9",
  "chrono",
@@ -16111,7 +16113,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-flows"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "axum 0.7.9",
  "chrono",
@@ -16131,7 +16133,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-groups"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "axum 0.7.9",
  "chrono",
@@ -16151,7 +16153,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-inputs"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "axum 0.7.9",
  "chrono",
@@ -16165,7 +16167,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-integration-tests"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-nats",
@@ -16185,6 +16187,7 @@ dependencies = [
  "windmill-api-auth",
  "windmill-api-client",
  "windmill-common",
+ "windmill-git-sync",
  "windmill-native-triggers",
  "windmill-test-utils",
  "windmill-worker",
@@ -16192,7 +16195,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-jobs"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "axum 0.7.9",
@@ -16217,7 +16220,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-npm-proxy"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "axum 0.7.9",
  "flate2",
@@ -16235,7 +16238,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-openapi"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "axum 0.7.9",
@@ -16256,7 +16259,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-schedule"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "axum 0.7.9",
  "chrono",
@@ -16276,7 +16279,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-scripts"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "axum 0.7.9",
  "chrono",
@@ -16306,7 +16309,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-settings"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "axum 0.7.9",
@@ -16333,7 +16336,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-sse"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "lazy_static",
  "serde",
@@ -16345,7 +16348,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-users"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "argon2",
  "axum 0.7.9",
@@ -16368,7 +16371,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-workers"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "axum 0.7.9",
  "chrono",
@@ -16382,7 +16385,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-api-workspaces"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "axum 0.7.9",
  "chrono",
@@ -16413,7 +16416,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-audit"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "chrono",
  "lazy_static",
@@ -16427,7 +16430,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-autoscaling"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "axum 0.7.9",
@@ -16446,7 +16449,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-common"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "aes-gcm",
  "anyhow",
@@ -16545,7 +16548,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-dep-map"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "chrono",
  "itertools 0.14.0",
@@ -16564,7 +16567,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-git-sync"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "regex",
  "serde",
@@ -16579,7 +16582,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-indexer"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "astral-tokio-tar",
@@ -16603,7 +16606,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-jseval"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "futures",
@@ -16620,7 +16623,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-macros"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "itertools 0.14.0",
  "lazy_static",
@@ -16636,7 +16639,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-mcp"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -16657,7 +16660,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-native-triggers"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -16688,7 +16691,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-oauth"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-oauth2",
@@ -16712,7 +16715,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-object-store"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-stream",
@@ -16746,7 +16749,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-operator"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "futures",
@@ -16764,7 +16767,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-parser"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "convert_case 0.6.0",
  "serde",
@@ -16773,7 +16776,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-parser-bash"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "lazy_static",
@@ -16785,7 +16788,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-parser-csharp"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "serde_json",
@@ -16797,7 +16800,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-parser-go"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "gosyn",
@@ -16809,7 +16812,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-parser-graphql"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "lazy_static",
@@ -16821,7 +16824,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-parser-java"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "serde_json",
@@ -16833,7 +16836,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-parser-nu"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "nu-parser",
@@ -16844,7 +16847,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-parser-php"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "itertools 0.14.0",
@@ -16855,7 +16858,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-parser-py"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "itertools 0.14.0",
@@ -16863,12 +16866,22 @@ dependencies = [
  "rustpython-parser",
  "serde_json",
  "windmill-parser",
- "windmill-parser-sql",
+]
+
+[[package]]
+name = "windmill-parser-py-asset"
+version = "1.655.0"
+dependencies = [
+ "anyhow",
+ "rustpython-ast",
+ "rustpython-parser",
+ "windmill-parser",
+ "windmill-parser-sql-asset",
 ]
 
 [[package]]
 name = "windmill-parser-py-imports"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-recursion",
@@ -16892,7 +16905,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-parser-ruby"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "lazy_static",
@@ -16906,7 +16919,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-parser-rust"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "convert_case 0.6.0",
@@ -16923,7 +16936,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-parser-sql"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "lazy_static",
@@ -16931,6 +16944,17 @@ dependencies = [
  "regex-lite",
  "serde",
  "serde_json",
+ "windmill-parser",
+ "windmill-types",
+]
+
+[[package]]
+name = "windmill-parser-sql-asset"
+version = "1.655.0"
+dependencies = [
+ "anyhow",
+ "serde",
+ "serde_json",
  "sqlparser 0.59.0",
  "windmill-parser",
  "windmill-types",
@@ -16938,7 +16962,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-parser-ts"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "lazy_static",
@@ -16952,12 +16976,43 @@ dependencies = [
  "triomphe",
  "wasm-bindgen",
  "windmill-parser",
- "windmill-parser-sql",
+]
+
+[[package]]
+name = "windmill-parser-ts-asset"
+version = "1.655.0"
+dependencies = [
+ "anyhow",
+ "serde-wasm-bindgen",
+ "swc_common",
+ "swc_ecma_ast",
+ "swc_ecma_parser",
+ "swc_ecma_visit",
+ "triomphe",
+ "wasm-bindgen",
+ "windmill-parser",
+ "windmill-parser-sql-asset",
+]
+
+[[package]]
+name = "windmill-parser-wac"
+version = "1.655.0"
+dependencies = [
+ "anyhow",
+ "rustpython-ast",
+ "rustpython-parser",
+ "serde",
+ "serde_json",
+ "sha2 0.10.9",
+ "swc_common",
+ "swc_ecma_ast",
+ "swc_ecma_parser",
+ "swc_ecma_visit",
 ]
 
 [[package]]
 name = "windmill-parser-yaml"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "serde",
@@ -16968,7 +17023,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-queue"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-recursion",
@@ -17005,7 +17060,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-runtime-nativets"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "const_format",
@@ -17043,7 +17098,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-sql-datatype-parser-wasm"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "getrandom 0.3.4",
  "wasm-bindgen",
@@ -17054,7 +17109,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-store"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-recursion",
@@ -17083,7 +17138,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-test-utils"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "axum 0.7.9",
@@ -17106,7 +17161,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-trigger"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -17139,7 +17194,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-trigger-email"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -17159,7 +17214,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-trigger-gcp"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -17193,7 +17248,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-trigger-http"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -17228,7 +17283,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-trigger-kafka"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -17251,7 +17306,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-trigger-mqtt"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -17275,7 +17330,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-trigger-nats"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-nats",
@@ -17299,7 +17354,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-trigger-postgres"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -17334,7 +17389,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-trigger-sqs"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -17362,7 +17417,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-trigger-websocket"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -17385,7 +17440,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-types"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "bitflags 2.9.4",
@@ -17403,7 +17458,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-worker"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "anyhow",
  "async-once-cell",
@@ -17509,7 +17564,7 @@ dependencies = [
 
 [[package]]
 name = "windmill-worker-volumes"
-version = "1.651.1"
+version = "1.655.0"
 dependencies = [
  "bytes",
  "futures",
@@ -18109,9 +18164,9 @@ dependencies = [
 
 [[package]]
 name = "winnow"
-version = "0.7.14"
+version = "0.7.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a5364e9d77fcdeeaa6062ced926ee3381faa2ee02d3eb83a5c27a8825540829"
+checksum = "df79d97927682d2fd8adb29682d1140b343be4ac0f08fd68b7765d9c059d3945"
 dependencies = [
  "memchr",
 ]
@@ -18392,18 +18447,18 @@ dependencies = [
 
 [[package]]
 name = "zerocopy"
-version = "0.8.40"
+version = "0.8.42"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a789c6e490b576db9f7e6b6d661bcc9799f7c0ac8352f56ea20193b2681532e5"
+checksum = "f2578b716f8a7a858b7f02d5bd870c14bf4ddbbcf3a4c05414ba6503640505e3"
 dependencies = [
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.8.40"
+version = "0.8.42"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f65c489a7071a749c849713807783f70672b28094011623e200cb86dcb835953"
+checksum = "7e6cc098ea4d3bd6246687de65af3f920c430e236bee1e3bf2e441463f08a02f"
 dependencies = [
  "proc-macro2",
  "quote",

backend/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "windmill"
-version = "1.651.1"
+version = "1.655.0"
 authors.workspace = true
 edition.workspace = true
 
@@ -59,6 +59,7 @@ members = [
     "./windmill-oauth",
     "./parsers/windmill-parser",
     "./parsers/windmill-parser-ts",
+    "./parsers/windmill-parser-ts-asset",
     "./parsers/windmill-parser-go",
     "./parsers/windmill-parser-rust",
     "./parsers/windmill-parser-csharp",
@@ -67,7 +68,11 @@ members = [
     "./parsers/windmill-parser-ruby",
     "./parsers/windmill-parser-bash",
     "./parsers/windmill-parser-py",
+    "./parsers/windmill-parser-py-asset",
     "./parsers/windmill-parser-py-imports",
+    "./parsers/windmill-parser-wac",
+    "./parsers/windmill-parser-sql",
+    "./parsers/windmill-parser-sql-asset",
     "./parsers/windmill-sql-datatype-parser-wasm",
     "./parsers/windmill-parser-yaml", "windmill-macros", "parsers/windmill-parser-nu",
     "./windmill-worker-volumes",
@@ -77,7 +82,7 @@ members = [
 exclude = ["./windmill-duckdb-ffi-internal"]
 
 [workspace.package]
-version = "1.651.1"
+version = "1.655.0"
 authors = ["Ruben Fiszel <ruben@windmill.dev>"]
 edition = "2021"
 
@@ -319,7 +324,9 @@ windmill-api-workers = { path = "./windmill-api-workers" }
 windmill-store = { path = "./windmill-store" }
 windmill-parser = { path = "./parsers/windmill-parser" }
 windmill-parser-ts = { path = "./parsers/windmill-parser-ts" }
+windmill-parser-ts-asset = { path = "./parsers/windmill-parser-ts-asset" }
 windmill-parser-py = { path = "./parsers/windmill-parser-py" }
+windmill-parser-py-asset = { path = "./parsers/windmill-parser-py-asset" }
 windmill-parser-py-imports = { path = "./parsers/windmill-parser-py-imports" }
 windmill-parser-go = { path = "./parsers/windmill-parser-go" }
 windmill-parser-rust = { path = "./parsers/windmill-parser-rust" }
@@ -330,8 +337,10 @@ windmill-parser-ruby = { path = "./parsers/windmill-parser-ruby" }
 windmill-parser-nu = { path = "./parsers/windmill-parser-nu" }
 windmill-parser-bash = { path = "./parsers/windmill-parser-bash" }
 windmill-parser-sql = { path = "./parsers/windmill-parser-sql" }
+windmill-parser-sql-asset = { path = "./parsers/windmill-parser-sql-asset" }
 windmill-parser-graphql = { path = "./parsers/windmill-parser-graphql" }
 windmill-parser-php = { path = "./parsers/windmill-parser-php" }
+windmill-parser-wac = { path = "./parsers/windmill-parser-wac" }
 windmill-jseval = { path = "./windmill-jseval" }
 windmill-runtime-nativets = { path = "./windmill-runtime-nativets" }
 windmill-api-client = { path = "./windmill-api-client" }

backend/ee-repo-ref.txt

@@ -1 +1 @@
-f9549c813b3dba5324ea9d1edacc8756a6d699bf
+c74c86b78a66b976fd9968b21f77903723e668ec

backend/migrations/20260309000000_kafka_offset_reset.down.sql

@@ -0,0 +1,2 @@
+ALTER TABLE kafka_trigger DROP COLUMN auto_offset_reset;
+ALTER TABLE kafka_trigger DROP COLUMN reset_offset;

backend/migrations/20260309000000_kafka_offset_reset.up.sql

@@ -0,0 +1,2 @@
+ALTER TABLE kafka_trigger ADD COLUMN auto_offset_reset VARCHAR(10) NOT NULL DEFAULT 'latest';
+ALTER TABLE kafka_trigger ADD COLUMN reset_offset BOOLEAN NOT NULL DEFAULT FALSE;

backend/migrations/20260311000000_optimize_job_stats_timestamps.down.sql

@@ -0,0 +1,2 @@
+ALTER TABLE job_stats DROP COLUMN IF EXISTS timeseries_start;
+ALTER TABLE job_stats DROP COLUMN IF EXISTS offsets_cs;

backend/migrations/20260311000000_optimize_job_stats_timestamps.up.sql

@@ -0,0 +1,5 @@
+-- Store timeseries timestamps as a start time + integer centisecond offsets
+-- instead of full TIMESTAMPTZ[] arrays. Saves ~4 bytes per data point.
+-- i32 centiseconds gives ~248 days of range with 10ms precision.
+ALTER TABLE job_stats ADD COLUMN IF NOT EXISTS timeseries_start TIMESTAMPTZ;
+ALTER TABLE job_stats ADD COLUMN IF NOT EXISTS offsets_cs INTEGER[];

backend/migrations/20260311100000_audit_partitioning.down.sql

@@ -0,0 +1 @@
+DROP TABLE IF EXISTS audit_partitioned CASCADE;

backend/migrations/20260311100000_audit_partitioning.up.sql

@@ -0,0 +1,58 @@
+-- Create a new daily-partitioned audit table alongside the existing one.
+-- New inserts go to audit_partitioned; reads UNION ALL both tables.
+-- The old audit table empties out naturally via retention cleanup.
+
+CREATE TABLE audit_partitioned (
+    workspace_id VARCHAR(50) NOT NULL,
+    id BIGINT NOT NULL DEFAULT nextval('audit_id_seq'),
+    timestamp TIMESTAMPTZ NOT NULL DEFAULT now(),
+    username VARCHAR(255) NOT NULL,
+    operation VARCHAR(50) NOT NULL,
+    action_kind ACTION_KIND NOT NULL,
+    resource VARCHAR(255),
+    parameters JSONB,
+    email VARCHAR(255),
+    span VARCHAR(255),
+    PRIMARY KEY (id, timestamp)
+) PARTITION BY RANGE (timestamp);
+
+-- Create daily partitions for today + 3 days
+DO $$
+DECLARE
+    curr_date DATE := CURRENT_DATE;
+    end_date DATE := CURRENT_DATE + INTERVAL '3 days';
+BEGIN
+    WHILE curr_date <= end_date LOOP
+        EXECUTE format(
+            'CREATE TABLE %I PARTITION OF audit_partitioned FOR VALUES FROM (%L) TO (%L)',
+            'audit_' || to_char(curr_date, 'YYYYMMDD'),
+            curr_date,
+            curr_date + INTERVAL '1 day'
+        );
+        curr_date := curr_date + INTERVAL '1 day';
+    END LOOP;
+END $$;
+
+-- Indexes (auto-propagated to all current and future partitions)
+CREATE INDEX ix_audit_partitioned_timestamps ON audit_partitioned (timestamp DESC);
+CREATE INDEX idx_audit_partitioned_workspace ON audit_partitioned (workspace_id, timestamp DESC);
+CREATE INDEX idx_audit_partitioned_recent_login_activities
+    ON audit_partitioned (timestamp, username)
+    WHERE operation IN ('users.login', 'oauth.login', 'users.token.refresh');
+
+-- Grants (match the old audit table)
+GRANT ALL ON audit_partitioned TO windmill_user;
+GRANT ALL ON audit_partitioned TO windmill_admin;
+
+-- RLS (match the old audit table)
+ALTER TABLE audit_partitioned ENABLE ROW LEVEL SECURITY;
+
+CREATE POLICY admin_policy ON audit_partitioned FOR ALL TO windmill_admin USING (true);
+CREATE POLICY see_own ON audit_partitioned FOR ALL TO windmill_user
+    USING ((username)::text = current_setting('session.user'::text));
+CREATE POLICY schedule ON audit_partitioned FOR INSERT TO windmill_user
+    WITH CHECK ((username)::text ~~ 'schedule-%'::text);
+CREATE POLICY schedule_audit ON audit_partitioned FOR INSERT TO windmill_user
+    WITH CHECK ((parameters ->> 'end_user'::text) ~~ 'schedule-%'::text);
+CREATE POLICY webhook ON audit_partitioned FOR INSERT TO windmill_user
+    WITH CHECK ((username)::text ~~ 'webhook-%'::text);

backend/migrations/20260312000000_kafka_auto_commit.down.sql

@@ -0,0 +1,2 @@
+DROP TABLE IF EXISTS kafka_pending_commits;
+ALTER TABLE kafka_trigger DROP COLUMN auto_commit;

backend/migrations/20260312000000_kafka_auto_commit.up.sql

@@ -0,0 +1,14 @@
+ALTER TABLE kafka_trigger ADD COLUMN auto_commit BOOLEAN NOT NULL DEFAULT TRUE;
+
+CREATE TABLE kafka_pending_commits (
+    id BIGSERIAL PRIMARY KEY,
+    workspace_id VARCHAR(50) NOT NULL,
+    kafka_trigger_path VARCHAR(255) NOT NULL,
+    topic VARCHAR(255) NOT NULL,
+    partition INTEGER NOT NULL,
+    "offset" BIGINT NOT NULL,
+    created_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+    FOREIGN KEY (workspace_id, kafka_trigger_path) REFERENCES kafka_trigger(workspace_id, path) ON DELETE CASCADE
+);
+
+CREATE INDEX idx_kafka_pending_commits_trigger ON kafka_pending_commits (workspace_id, kafka_trigger_path);

backend/parsers/windmill-parser-py-asset/Cargo.toml

@@ -0,0 +1,16 @@
+[package]
+name = "windmill-parser-py-asset"
+version.workspace = true
+edition.workspace = true
+authors.workspace = true
+
+[lib]
+name = "windmill_parser_py_asset"
+path = "./src/lib.rs"
+
+[dependencies]
+windmill-parser.workspace = true
+windmill-parser-sql-asset.workspace = true
+rustpython-parser.workspace = true
+rustpython-ast = { version = "0.4.0", features = ["visitor"] }
+anyhow.workspace = true

backend/parsers/windmill-parser-py-asset/src/lib.rs

@@ -215,7 +215,7 @@ impl AssetsFinder {
                     _ => return Err(()),
                 };
                 // We use the SQL parser to detect RW, specific tables, etc.
-                let sql_assets = windmill_parser_sql::parse_wmill_sdk_sql_assets(
+                let sql_assets = windmill_parser_sql_asset::parse_wmill_sdk_sql_assets(
                     *kind,
                     path,
                     schema.as_deref(),

backend/parsers/windmill-parser-py/Cargo.toml

@@ -10,7 +10,6 @@ path = "./src/lib.rs"
 
 [dependencies]
 windmill-parser.workspace = true
-windmill-parser-sql.workspace = true
 rustpython-parser.workspace = true
 itertools.workspace = true
 serde_json.workspace = true

backend/parsers/windmill-parser-py/src/lib.rs

@@ -21,11 +21,8 @@ use rustpython_parser::{
     Parse,
 };
 
-pub mod asset_parser;
 pub mod pydantic_parser;
 
-pub use asset_parser::parse_assets;
-
 const FUNCTION_CALL: &str = "<function call>";
 
 /// Cheap string-based check to see if code might contain Pydantic models or dataclasses.
@@ -296,11 +293,14 @@ pub fn parse_python_signature(
 
     // Check if main function was found
     if params.is_none() {
+        let is_wac_v2 = (code.contains("@workflow") || code.contains("workflow("))
+            && (code.contains("@task") || code.contains("task("))
+            && (code.contains("import wmill") || code.contains("from wmill"));
         return Ok(MainArgSignature {
             star_args: false,
             star_kwargs: false,
             args: vec![],
-            no_main_func: Some(true),
+            no_main_func: Some(!is_wac_v2),
             has_preprocessor: Some(has_preprocessor),
         });
     }

backend/parsers/windmill-parser-sql-asset/Cargo.toml

@@ -0,0 +1,17 @@
+[package]
+name = "windmill-parser-sql-asset"
+version.workspace = true
+edition.workspace = true
+authors.workspace = true
+
+[lib]
+name = "windmill_parser_sql_asset"
+path = "./src/lib.rs"
+
+[dependencies]
+windmill-parser.workspace = true
+windmill-types.workspace = true
+anyhow.workspace = true
+serde_json.workspace = true
+serde.workspace = true
+sqlparser = { version = "0.59.0", features = ["visitor"] }

backend/parsers/windmill-parser-sql-asset/src/lib.rs

@@ -0,0 +1,4 @@
+mod asset_parser;
+mod asset_parser_utils;
+pub use asset_parser::parse_assets;
+pub use asset_parser_utils::parse_wmill_sdk_sql_assets;

backend/parsers/windmill-parser-sql/Cargo.toml

@@ -20,5 +20,4 @@ windmill-types.workspace = true
 anyhow.workspace = true
 lazy_static.workspace = true
 serde_json.workspace = true
-serde.workspace = true
-sqlparser = { version = "0.59.0", features = ["visitor"] }
+serde.workspace = true

backend/parsers/windmill-parser-sql/src/lib.rs

@@ -20,11 +20,6 @@ pub use windmill_parser::{Arg, MainArgSignature, ObjectType, Typ};
 pub const SANITIZED_ENUM_STR: &str = "__sanitized_enum__";
 pub const SANITIZED_RAW_STRING_STR: &str = "__sanitized_raw_string__";
 
-mod asset_parser;
-mod asset_parser_utils;
-pub use asset_parser::parse_assets;
-pub use asset_parser_utils::parse_wmill_sdk_sql_assets;
-
 pub fn parse_mysql_sig(code: &str) -> anyhow::Result<MainArgSignature> {
     let parsed = parse_mysql_file(&code)?;
     if let Some(x) = parsed {
@@ -238,7 +233,7 @@ lazy_static::lazy_static! {
 
     // used for `unsafe` sql interpolation
     // -- %%name%% (type) = default
-    static ref RE_ARG_SQL_INTERPOLATION: Regex = Regex::new(r#"(?m)^--\s*%%([a-z_][a-z0-9_]*)%%\s*([\s\w\/]+)?(?: ?\= ?(.+))? *(?:\r|\n|$)"#).unwrap();
+    static ref RE_ARG_SQL_INTERPOLATION: Regex = Regex::new(r#"(?m)^--\s*%%([a-z_][a-z0-9_]*)%%[ \t]*([\w][\w \t\/]*)?(?: ?\= ?(.+))? *(?:\r|\n|$)"#).unwrap();
 }
 
 fn parsed_default(parsed_typ: &Typ, default: String) -> Option<serde_json::Value> {
@@ -1547,4 +1542,36 @@ SELECT $1::integer;
 
         Ok(())
     }
+
+    #[test]
+    fn test_parse_pgsql_safe_interpolated_args() -> anyhow::Result<()> {
+        // There was a bug where enum would be "angrycreative"/"bishop"/"test SELECT x"
+        let code = r#"
+-- %%table_name%% angrycreative/bishop/test
+SELECT x
+"#;
+        assert_eq!(
+            parse_pgsql_sig(code)?,
+            MainArgSignature {
+                star_args: false,
+                star_kwargs: false,
+                args: vec![Arg {
+                    otyp: Some("__sanitized_enum__".to_string()),
+                    name: "table_name".to_string(),
+                    typ: Typ::Str(Some(vec![
+                        "angrycreative".to_string(),
+                        "bishop".to_string(),
+                        "test".to_string()
+                    ])),
+                    default: None,
+                    has_default: false,
+                    oidx: None,
+                },],
+                no_main_func: None,
+                has_preprocessor: None
+            }
+        );
+
+        Ok(())
+    }
 }

backend/parsers/windmill-parser-ts-asset/Cargo.toml

@@ -0,0 +1,23 @@
+[package]
+name = "windmill-parser-ts-asset"
+version.workspace = true
+edition.workspace = true
+authors.workspace = true
+
+[lib]
+name = "windmill_parser_ts_asset"
+path = "./src/lib.rs"
+
+[target.'cfg(target_arch = "wasm32")'.dependencies]
+wasm-bindgen.workspace = true
+serde-wasm-bindgen.workspace = true
+
+[dependencies]
+windmill-parser.workspace = true
+windmill-parser-sql-asset.workspace = true
+swc_common.workspace = true
+triomphe.workspace = true
+swc_ecma_parser.workspace = true
+swc_ecma_ast.workspace = true
+swc_ecma_visit.workspace = true
+anyhow.workspace = true

backend/parsers/windmill-parser-ts-asset/src/lib.rs

@@ -259,7 +259,7 @@ impl Visit for AssetsFinder {
         });
 
         // We use the SQL parser to detect RW, specific tables, etc.
-        let sql_assets = windmill_parser_sql::parse_wmill_sdk_sql_assets(
+        let sql_assets = windmill_parser_sql_asset::parse_wmill_sdk_sql_assets(
             *kind,
             asset_name,
             schema.as_deref(),

backend/parsers/windmill-parser-ts/Cargo.toml

@@ -15,7 +15,6 @@ serde-wasm-bindgen.workspace = true
 
 [dependencies]
 windmill-parser.workspace = true
-windmill-parser-sql.workspace = true
 swc_common.workspace = true
 triomphe.workspace = true
 swc_ecma_parser.workspace = true

backend/parsers/windmill-parser-ts/src/lib.rs

@@ -211,8 +211,6 @@ pub enum TypeDecl {
     Interface(TsInterfaceDecl),
     Alias(TsTypeAliasDecl),
 }
-pub mod asset_parser;
-pub use asset_parser::parse_assets;
 
 /// skip_params is a micro optimization for when we just want to find the main
 /// function without parsing all the params.
@@ -261,7 +259,9 @@ pub fn parse_deno_signature(
                 for specifier in &named_export.specifiers {
                     if let swc_ecma_ast::ExportSpecifier::Named(spec) = specifier {
                         let export_name = match &spec.exported {
-                            Some(swc_ecma_ast::ModuleExportName::Ident(ident)) => ident.sym.as_ref(),
+                            Some(swc_ecma_ast::ModuleExportName::Ident(ident)) => {
+                                ident.sym.as_ref()
+                            }
                             Some(swc_ecma_ast::ModuleExportName::Str(s)) => s.value.as_ref(),
                             None => match &spec.orig {
                                 swc_ecma_ast::ModuleExportName::Ident(ident) => ident.sym.as_ref(),
@@ -315,7 +315,11 @@ pub fn parse_deno_signature(
 
     let mut c: u16 = 0;
 
-    let no_main_func = entrypoint_params.is_none();
+    let is_wac_v2 = entrypoint_params.is_none()
+        && code.contains("workflow(")
+        && code.contains("task(")
+        && code.contains("windmill-client");
+    let no_main_func = entrypoint_params.is_none() && !is_wac_v2;
     let mut type_resolver = HashMap::new();
     let r = MainArgSignature {
         star_args: false,
@@ -833,7 +837,9 @@ fn tstype_to_typ(
                     false,
                 ),
                 symbol @ _ if symbol.starts_with("DynMultiselect_") => (
-                    Typ::DynMultiselect(symbol.strip_prefix("DynMultiselect_").unwrap().to_string()),
+                    Typ::DynMultiselect(
+                        symbol.strip_prefix("DynMultiselect_").unwrap().to_string(),
+                    ),
                     false,
                 ),
                 symbol @ _ => {

backend/parsers/windmill-parser-wac/Cargo.toml

@@ -0,0 +1,21 @@
+[package]
+name = "windmill-parser-wac"
+version.workspace = true
+edition.workspace = true
+authors.workspace = true
+
+[lib]
+name = "windmill_parser_wac"
+path = "./src/lib.rs"
+
+[dependencies]
+rustpython-parser.workspace = true
+rustpython-ast = { version = "0.4.0", features = ["visitor"] }
+swc_common.workspace = true
+swc_ecma_parser.workspace = true
+swc_ecma_ast.workspace = true
+swc_ecma_visit.workspace = true
+serde.workspace = true
+serde_json.workspace = true
+anyhow.workspace = true
+sha2.workspace = true

backend/parsers/windmill-parser-wac/src/dag.rs

@@ -0,0 +1,44 @@
+use serde::{Deserialize, Serialize};
+
+#[derive(Debug, Serialize, Deserialize, Clone)]
+pub struct WorkflowDag {
+    pub nodes: Vec<DagNode>,
+    pub edges: Vec<DagEdge>,
+    pub params: Vec<Param>,
+    pub source_hash: String,
+}
+
+#[derive(Debug, Serialize, Deserialize, Clone)]
+pub struct Param {
+    pub name: String,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub typ: Option<String>,
+}
+
+#[derive(Debug, Serialize, Deserialize, Clone)]
+pub struct DagNode {
+    pub id: String,
+    pub node_type: DagNodeType,
+    pub label: String,
+    pub line: usize,
+}
+
+#[derive(Debug, Serialize, Deserialize, Clone)]
+#[serde(tag = "type")]
+pub enum DagNodeType {
+    Step { name: String, script: String },
+    Branch { condition_source: String },
+    ParallelStart,
+    ParallelEnd,
+    LoopStart { iter_source: String },
+    LoopEnd,
+    Return,
+}
+
+#[derive(Debug, Serialize, Deserialize, Clone)]
+pub struct DagEdge {
+    pub from: String,
+    pub to: String,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub label: Option<String>,
+}

backend/parsers/windmill-parser-wac/src/lib.rs

@@ -0,0 +1,32 @@
+pub mod dag;
+pub mod python;
+pub mod typescript;
+pub mod validation;
+
+use dag::WorkflowDag;
+use validation::CompileError;
+
+#[derive(Debug, serde::Serialize)]
+#[serde(tag = "type")]
+pub enum ParseResult {
+    #[serde(rename = "success")]
+    Success(WorkflowDag),
+    #[serde(rename = "error")]
+    Error { errors: Vec<CompileError> },
+}
+
+pub fn parse_workflow(code: &str, language: &str) -> ParseResult {
+    let result = match language {
+        "python" | "python3" | "py" => python::parse_python_workflow(code),
+        "typescript" | "ts" | "deno" | "bun" => typescript::parse_ts_workflow(code),
+        _ => Err(vec![CompileError {
+            message: format!("Unsupported language: {language}"),
+            line: 0,
+        }]),
+    };
+
+    match result {
+        Ok(dag) => ParseResult::Success(dag),
+        Err(errors) => ParseResult::Error { errors },
+    }
+}

backend/parsers/windmill-parser-wac/src/python.rs

@@ -0,0 +1,717 @@
+use std::collections::HashMap;
+
+use rustpython_parser::{
+    ast::{
+        Expr, ExprAwait, ExprCall, ExprName, Stmt, StmtExpr, StmtFor, StmtIf, StmtReturn, StmtTry,
+        StmtTryStar, StmtWhile,
+    },
+    Parse,
+};
+
+use crate::dag::{DagEdge, DagNode, DagNodeType, Param, WorkflowDag};
+use crate::validation::{self, CompileError};
+
+struct LineIndex {
+    newline_offsets: Vec<usize>,
+}
+
+impl LineIndex {
+    fn new(source: &str) -> Self {
+        let mut offsets = vec![0];
+        for (i, c) in source.char_indices() {
+            if c == '\n' {
+                offsets.push(i + 1);
+            }
+        }
+        Self { newline_offsets: offsets }
+    }
+
+    fn line_of(&self, byte_offset: usize) -> usize {
+        match self.newline_offsets.binary_search(&byte_offset) {
+            Ok(line) => line + 1,
+            Err(line) => line,
+        }
+    }
+}
+
+/// Maps task function name → optional external path (from `@task(path="...")`)
+type TaskFunctions = HashMap<String, Option<String>>;
+
+/// First pass: scan top-level `@task async def foo(...)` declarations.
+fn collect_task_functions(stmts: &[Stmt]) -> TaskFunctions {
+    let mut tasks = HashMap::new();
+    for stmt in stmts {
+        if let Stmt::AsyncFunctionDef(func) = stmt {
+            for dec in &func.decorator_list {
+                match dec {
+                    // @task  (bare decorator)
+                    Expr::Name(ExprName { id, .. }) if id.as_str() == "task" => {
+                        tasks.insert(func.name.to_string(), None);
+                    }
+                    // @task(path="...")
+                    Expr::Call(call) => {
+                        if let Expr::Name(ExprName { id, .. }) = call.func.as_ref() {
+                            if id.as_str() == "task" {
+                                let path = extract_task_path_kwarg(call);
+                                tasks.insert(func.name.to_string(), path);
+                            }
+                        }
+                    }
+                    _ => {}
+                }
+            }
+        }
+    }
+    tasks
+}
+
+/// Extract the `path=` keyword argument from a `@task(path="...")` call.
+fn extract_task_path_kwarg(call: &ExprCall) -> Option<String> {
+    for kw in &call.keywords {
+        if let Some(ref arg) = kw.arg {
+            if arg.as_str() == "path" {
+                if let Expr::Constant(c) = &kw.value {
+                    if let rustpython_parser::ast::Constant::Str(s) = &c.value {
+                        return Some(s.to_string());
+                    }
+                }
+            }
+        }
+    }
+    None
+}
+
+struct WacWalker {
+    nodes: Vec<DagNode>,
+    edges: Vec<DagEdge>,
+    errors: Vec<CompileError>,
+    node_counter: usize,
+    line_index: LineIndex,
+    task_functions: TaskFunctions,
+    in_try: bool,
+    in_while: bool,
+    in_nested_func: bool,
+    in_comprehension: bool,
+}
+
+impl WacWalker {
+    fn new(source: &str, task_functions: TaskFunctions) -> Self {
+        Self {
+            nodes: Vec::new(),
+            edges: Vec::new(),
+            errors: Vec::new(),
+            node_counter: 0,
+            line_index: LineIndex::new(source),
+            task_functions,
+            in_try: false,
+            in_while: false,
+            in_nested_func: false,
+            in_comprehension: false,
+        }
+    }
+
+    fn next_id(&mut self) -> String {
+        let id = format!("step_{}", self.node_counter);
+        self.node_counter += 1;
+        id
+    }
+
+    fn add_node(&mut self, node: DagNode) -> String {
+        let id = node.id.clone();
+        self.nodes.push(node);
+        id
+    }
+
+    fn add_edge(&mut self, from: &str, to: &str, label: Option<String>) {
+        self.edges
+            .push(DagEdge { from: from.to_string(), to: to.to_string(), label });
+    }
+
+    fn line_of_expr(&self, expr: &Expr) -> usize {
+        let offset = match expr {
+            Expr::Call(c) => c.range.start().to_usize(),
+            Expr::Await(a) => a.range.start().to_usize(),
+            Expr::Attribute(a) => a.range.start().to_usize(),
+            Expr::Name(n) => n.range.start().to_usize(),
+            _ => 0,
+        };
+        self.line_index.line_of(offset)
+    }
+
+    fn line_of_stmt(&self, stmt: &Stmt) -> usize {
+        let offset = match stmt {
+            Stmt::If(s) => s.range.start().to_usize(),
+            Stmt::For(s) => s.range.start().to_usize(),
+            Stmt::While(s) => s.range.start().to_usize(),
+            Stmt::Return(s) => s.range.start().to_usize(),
+            Stmt::Expr(s) => s.range.start().to_usize(),
+            Stmt::Try(s) => s.range.start().to_usize(),
+            Stmt::TryStar(s) => s.range.start().to_usize(),
+            Stmt::Assign(s) => s.range.start().to_usize(),
+            Stmt::AnnAssign(s) => s.range.start().to_usize(),
+            Stmt::FunctionDef(s) => s.range.start().to_usize(),
+            Stmt::AsyncFunctionDef(s) => s.range.start().to_usize(),
+            _ => 0,
+        };
+        self.line_index.line_of(offset)
+    }
+
+    /// Check if an expression is a call to a known @task function
+    fn is_task_fn_call(&self, expr: &Expr) -> bool {
+        if let Expr::Call(call) = expr {
+            if let Expr::Name(ExprName { id, .. }) = call.func.as_ref() {
+                return self.task_functions.contains_key(id.as_str());
+            }
+        }
+        false
+    }
+
+    /// Check if an expression is `asyncio.gather(...)` call
+    fn is_asyncio_gather_call(expr: &Expr) -> bool {
+        if let Expr::Call(call) = expr {
+            if let Expr::Attribute(rustpython_parser::ast::ExprAttribute { value, attr, .. }) =
+                call.func.as_ref()
+            {
+                if attr.as_str() == "gather" {
+                    if let Expr::Name(ExprName { id, .. }) = value.as_ref() {
+                        return id.as_str() == "asyncio";
+                    }
+                }
+            }
+        }
+        false
+    }
+
+    /// Extract step name and script from a task function call.
+    /// Name = function name, script = task_path or function name.
+    fn extract_step_info_from_task_call(&self, call: &ExprCall) -> Option<(String, String)> {
+        if let Expr::Name(ExprName { id, .. }) = call.func.as_ref() {
+            let name = id.to_string();
+            let script = self
+                .task_functions
+                .get(id.as_str())
+                .and_then(|p| p.clone())
+                .unwrap_or_else(|| name.clone());
+            Some((name, script))
+        } else {
+            None
+        }
+    }
+
+    fn expr_to_source(expr: &Expr) -> String {
+        match expr {
+            Expr::Compare(c) => {
+                let left = Self::expr_to_source(&c.left);
+                if let Some(comparator) = c.comparators.first() {
+                    let right = Self::expr_to_source(comparator);
+                    let op = match c.ops.first() {
+                        Some(rustpython_parser::ast::CmpOp::Gt) => ">",
+                        Some(rustpython_parser::ast::CmpOp::Lt) => "<",
+                        Some(rustpython_parser::ast::CmpOp::GtE) => ">=",
+                        Some(rustpython_parser::ast::CmpOp::LtE) => "<=",
+                        Some(rustpython_parser::ast::CmpOp::Eq) => "==",
+                        Some(rustpython_parser::ast::CmpOp::NotEq) => "!=",
+                        Some(rustpython_parser::ast::CmpOp::In) => "in",
+                        Some(rustpython_parser::ast::CmpOp::NotIn) => "not in",
+                        Some(rustpython_parser::ast::CmpOp::Is) => "is",
+                        Some(rustpython_parser::ast::CmpOp::IsNot) => "is not",
+                        None => "?",
+                    };
+                    format!("{left} {op} {right}")
+                } else {
+                    left
+                }
+            }
+            Expr::Subscript(s) => {
+                let value = Self::expr_to_source(&s.value);
+                let slice = Self::expr_to_source(&s.slice);
+                format!("{value}[{slice}]")
+            }
+            Expr::Attribute(a) => {
+                let value = Self::expr_to_source(&a.value);
+                format!("{value}.{}", a.attr)
+            }
+            Expr::Name(n) => n.id.to_string(),
+            Expr::Constant(c) => match &c.value {
+                rustpython_parser::ast::Constant::Str(s) => format!("\"{s}\""),
+                rustpython_parser::ast::Constant::Int(i) => i.to_string(),
+                rustpython_parser::ast::Constant::Float(f) => f.to_string(),
+                rustpython_parser::ast::Constant::Bool(b) => b.to_string(),
+                rustpython_parser::ast::Constant::None => "None".to_string(),
+                _ => "...".to_string(),
+            },
+            _ => "...".to_string(),
+        }
+    }
+
+    /// Check if a statement body contains any task function calls (recursively)
+    fn body_contains_step(&self, body: &[Stmt]) -> bool {
+        for stmt in body {
+            if self.stmt_contains_step(stmt) {
+                return true;
+            }
+        }
+        false
+    }
+
+    fn stmt_contains_step(&self, stmt: &Stmt) -> bool {
+        match stmt {
+            Stmt::Expr(StmtExpr { value, .. }) => self.expr_contains_step(value),
+            Stmt::Assign(a) => self.expr_contains_step(&a.value),
+            Stmt::If(s) => self.body_contains_step(&s.body) || self.body_contains_step(&s.orelse),
+            Stmt::For(s) => self.body_contains_step(&s.body) || self.body_contains_step(&s.orelse),
+            Stmt::While(s) => {
+                self.body_contains_step(&s.body) || self.body_contains_step(&s.orelse)
+            }
+            Stmt::Try(s) => {
+                self.body_contains_step(&s.body)
+                    || self.body_contains_step(&s.orelse)
+                    || self.body_contains_step(&s.finalbody)
+                    || s.handlers.iter().any(|h| match h {
+                        rustpython_parser::ast::ExceptHandler::ExceptHandler(eh) => {
+                            self.body_contains_step(&eh.body)
+                        }
+                    })
+            }
+            Stmt::TryStar(s) => {
+                self.body_contains_step(&s.body)
+                    || self.body_contains_step(&s.orelse)
+                    || self.body_contains_step(&s.finalbody)
+                    || s.handlers.iter().any(|h| match h {
+                        rustpython_parser::ast::ExceptHandler::ExceptHandler(eh) => {
+                            self.body_contains_step(&eh.body)
+                        }
+                    })
+            }
+            Stmt::Return(_) => false,
+            _ => false,
+        }
+    }
+
+    fn expr_contains_step(&self, expr: &Expr) -> bool {
+        if self.is_task_fn_call(expr) {
+            return true;
+        }
+        match expr {
+            Expr::Await(ExprAwait { value, .. }) => self.expr_contains_step(value),
+            Expr::Call(call) => {
+                if self.is_task_fn_call(&Expr::Call(call.clone())) {
+                    return true;
+                }
+                if Self::is_asyncio_gather_call(&Expr::Call(call.clone())) {
+                    return call.args.iter().any(|a| self.expr_contains_step(a));
+                }
+                false
+            }
+            _ => false,
+        }
+    }
+
+    /// Walk a list of statements, returning (first_node_id, last_node_id)
+    fn walk_body(&mut self, body: &[Stmt]) -> Option<(String, String)> {
+        let mut first_id: Option<String> = None;
+        let mut prev_id: Option<String> = None;
+
+        for stmt in body {
+            if let Some((stmt_first, stmt_last)) = self.walk_stmt(stmt) {
+                if let Some(ref prev) = prev_id {
+                    self.add_edge(prev, &stmt_first, None);
+                }
+                if first_id.is_none() {
+                    first_id = Some(stmt_first);
+                }
+                prev_id = Some(stmt_last);
+            }
+        }
+
+        match (first_id, prev_id) {
+            (Some(f), Some(l)) => Some((f, l)),
+            _ => None,
+        }
+    }
+
+    fn walk_stmt(&mut self, stmt: &Stmt) -> Option<(String, String)> {
+        match stmt {
+            Stmt::Expr(StmtExpr { value, .. }) => self.walk_expr_stmt(value),
+            Stmt::Assign(a) => self.walk_expr_stmt(&a.value),
+            Stmt::If(if_stmt) => self.walk_if(if_stmt),
+            Stmt::For(for_stmt) => self.walk_for(for_stmt),
+            Stmt::While(while_stmt) => self.walk_while(while_stmt),
+            Stmt::Try(try_stmt) => self.walk_try(try_stmt),
+            Stmt::TryStar(try_stmt) => self.walk_try_star(try_stmt),
+            Stmt::Return(ret) => self.walk_return(ret),
+            Stmt::FunctionDef(_) | Stmt::AsyncFunctionDef(_) => {
+                if self.stmt_contains_step(stmt) {
+                    self.errors.push(validation::error_step_in_nested_function(
+                        self.line_of_stmt(stmt),
+                    ));
+                }
+                None
+            }
+            _ => None,
+        }
+    }
+
+    fn walk_expr_stmt(&mut self, expr: &Expr) -> Option<(String, String)> {
+        // await task_fn(...)
+        if let Expr::Await(ExprAwait { value, .. }) = expr {
+            // await task_fn(...)
+            if let Expr::Call(call) = value.as_ref() {
+                if self.is_task_fn_call(&Expr::Call(call.clone())) {
+                    return self.emit_step(call, expr);
+                }
+            }
+            // await asyncio.gather(task_fn(...), task_fn(...), ...)
+            if Self::is_asyncio_gather_call(value) {
+                if let Expr::Call(gather_call) = value.as_ref() {
+                    return self.emit_parallel(gather_call, expr);
+                }
+            }
+        }
+
+        // Bare task_fn() without await — validation error
+        if self.is_task_fn_call(expr) {
+            self.errors
+                .push(validation::error_missing_await(self.line_of_expr(expr)));
+        }
+
+        None
+    }
+
+    fn emit_step(&mut self, call: &ExprCall, expr: &Expr) -> Option<(String, String)> {
+        if self.in_try {
+            self.errors
+                .push(validation::error_step_in_try(self.line_of_expr(expr)));
+            return None;
+        }
+        if self.in_while {
+            self.errors
+                .push(validation::error_step_in_while(self.line_of_expr(expr)));
+            return None;
+        }
+        if self.in_nested_func {
+            self.errors.push(validation::error_step_in_nested_function(
+                self.line_of_expr(expr),
+            ));
+            return None;
+        }
+        if self.in_comprehension {
+            self.errors.push(validation::error_step_in_comprehension(
+                self.line_of_expr(expr),
+            ));
+            return None;
+        }
+
+        let (name, script) = self
+            .extract_step_info_from_task_call(call)
+            .unwrap_or(("unknown".into(), "unknown".into()));
+        let id = self.next_id();
+        let node_id = self.add_node(DagNode {
+            id: id.clone(),
+            node_type: DagNodeType::Step { name: name.clone(), script },
+            label: name,
+            line: self.line_of_expr(expr),
+        });
+        Some((node_id.clone(), node_id))
+    }
+
+    fn emit_parallel(&mut self, gather_call: &ExprCall, expr: &Expr) -> Option<(String, String)> {
+        if self.in_try {
+            self.errors
+                .push(validation::error_step_in_try(self.line_of_expr(expr)));
+            return None;
+        }
+        if self.in_while {
+            self.errors
+                .push(validation::error_step_in_while(self.line_of_expr(expr)));
+            return None;
+        }
+
+        let line = self.line_of_expr(expr);
+        let start_id = self.next_id();
+        let start_node_id = self.add_node(DagNode {
+            id: start_id.clone(),
+            node_type: DagNodeType::ParallelStart,
+            label: "parallel".to_string(),
+            line,
+        });
+
+        let mut step_ids = Vec::new();
+        for arg in &gather_call.args {
+            // Each arg should be task_fn(...)
+            if let Expr::Call(call) = arg {
+                if self.is_task_fn_call(&Expr::Call(call.clone())) {
+                    let (name, script) = self
+                        .extract_step_info_from_task_call(call)
+                        .unwrap_or(("unknown".into(), "unknown".into()));
+                    let step_id = self.next_id();
+                    let node_id = self.add_node(DagNode {
+                        id: step_id.clone(),
+                        node_type: DagNodeType::Step { name: name.clone(), script },
+                        label: name,
+                        line: self.line_of_expr(arg),
+                    });
+                    self.add_edge(&start_node_id, &node_id, None);
+                    step_ids.push(node_id);
+                }
+            }
+        }
+
+        let end_id = self.next_id();
+        let end_node_id = self.add_node(DagNode {
+            id: end_id.clone(),
+            node_type: DagNodeType::ParallelEnd,
+            label: "join".to_string(),
+            line,
+        });
+
+        for step_id in &step_ids {
+            self.add_edge(step_id, &end_node_id, None);
+        }
+
+        Some((start_node_id, end_node_id))
+    }
+
+    fn walk_if(&mut self, if_stmt: &StmtIf) -> Option<(String, String)> {
+        let has_steps_in_body = self.body_contains_step(&if_stmt.body);
+        let has_steps_in_else = self.body_contains_step(&if_stmt.orelse);
+
+        if !has_steps_in_body && !has_steps_in_else {
+            return None;
+        }
+
+        let line = self.line_index.line_of(if_stmt.range.start().to_usize());
+        let condition_source = Self::expr_to_source(&if_stmt.test);
+
+        let branch_id = self.next_id();
+        let branch_node_id = self.add_node(DagNode {
+            id: branch_id.clone(),
+            node_type: DagNodeType::Branch { condition_source },
+            label: "if".to_string(),
+            line,
+        });
+
+        let merge_id = format!("{branch_id}_merge");
+
+        let mut last_ids = Vec::new();
+
+        if let Some((true_first, true_last)) = self.walk_body(&if_stmt.body) {
+            self.add_edge(&branch_node_id, &true_first, Some("true".to_string()));
+            last_ids.push(true_last);
+        } else {
+            last_ids.push(branch_node_id.clone());
+        }
+
+        if !if_stmt.orelse.is_empty() {
+            if let Some((else_first, else_last)) = self.walk_body(&if_stmt.orelse) {
+                self.add_edge(&branch_node_id, &else_first, Some("false".to_string()));
+                last_ids.push(else_last);
+            } else {
+                last_ids.push(branch_node_id.clone());
+            }
+        }
+
+        if last_ids.len() == 1 {
+            Some((branch_node_id, last_ids.into_iter().next().unwrap()))
+        } else {
+            Some((branch_node_id, merge_id))
+        }
+    }
+
+    fn walk_for(&mut self, for_stmt: &StmtFor) -> Option<(String, String)> {
+        if !self.body_contains_step(&for_stmt.body) {
+            return None;
+        }
+
+        let line = self.line_index.line_of(for_stmt.range.start().to_usize());
+        let iter_source = Self::expr_to_source(&for_stmt.iter);
+
+        let start_id = self.next_id();
+        let start_node_id = self.add_node(DagNode {
+            id: start_id.clone(),
+            node_type: DagNodeType::LoopStart { iter_source },
+            label: "for".to_string(),
+            line,
+        });
+
+        if let Some((body_first, body_last)) = self.walk_body(&for_stmt.body) {
+            self.add_edge(&start_node_id, &body_first, None);
+            self.add_edge(&body_last, &start_node_id, Some("next".to_string()));
+        }
+
+        let end_id = self.next_id();
+        let end_node_id = self.add_node(DagNode {
+            id: end_id.clone(),
+            node_type: DagNodeType::LoopEnd,
+            label: "end for".to_string(),
+            line,
+        });
+        self.add_edge(&start_node_id, &end_node_id, Some("done".to_string()));
+
+        Some((start_node_id, end_node_id))
+    }
+
+    fn walk_while(&mut self, while_stmt: &StmtWhile) -> Option<(String, String)> {
+        if self.body_contains_step(&while_stmt.body) {
+            let line = self.line_index.line_of(while_stmt.range.start().to_usize());
+            self.errors.push(validation::error_step_in_while(line));
+        }
+        None
+    }
+
+    fn walk_try(&mut self, try_stmt: &StmtTry) -> Option<(String, String)> {
+        let has_steps = self.body_contains_step(&try_stmt.body)
+            || self.body_contains_step(&try_stmt.orelse)
+            || self.body_contains_step(&try_stmt.finalbody)
+            || try_stmt.handlers.iter().any(|h| match h {
+                rustpython_parser::ast::ExceptHandler::ExceptHandler(eh) => {
+                    self.body_contains_step(&eh.body)
+                }
+            });
+
+        if has_steps {
+            let line = self.line_index.line_of(try_stmt.range.start().to_usize());
+            self.errors.push(validation::error_step_in_try(line));
+        }
+        None
+    }
+
+    fn walk_try_star(&mut self, try_stmt: &StmtTryStar) -> Option<(String, String)> {
+        let has_steps = self.body_contains_step(&try_stmt.body)
+            || self.body_contains_step(&try_stmt.orelse)
+            || self.body_contains_step(&try_stmt.finalbody)
+            || try_stmt.handlers.iter().any(|h| match h {
+                rustpython_parser::ast::ExceptHandler::ExceptHandler(eh) => {
+                    self.body_contains_step(&eh.body)
+                }
+            });
+
+        if has_steps {
+            let line = self.line_index.line_of(try_stmt.range.start().to_usize());
+            self.errors.push(validation::error_step_in_try(line));
+        }
+        None
+    }
+
+    fn walk_return(&mut self, ret: &StmtReturn) -> Option<(String, String)> {
+        let line = self.line_index.line_of(ret.range.start().to_usize());
+        let id = self.next_id();
+        let node_id = self.add_node(DagNode {
+            id: id.clone(),
+            node_type: DagNodeType::Return,
+            label: "return".to_string(),
+            line,
+        });
+        Some((node_id.clone(), node_id))
+    }
+}
+
+/// Extract workflow function parameters (no longer skips ctx)
+fn extract_params(args: &rustpython_parser::ast::Arguments) -> Vec<Param> {
+    let mut params = Vec::new();
+    for arg_with_default in args.args.iter().chain(args.posonlyargs.iter()) {
+        let name = arg_with_default.def.arg.to_string();
+        let typ = arg_with_default
+            .def
+            .annotation
+            .as_ref()
+            .map(|ann| WacWalker::expr_to_source(ann));
+        params.push(Param { name, typ });
+    }
+    params
+}
+
+pub fn parse_python_workflow(code: &str) -> Result<WorkflowDag, Vec<CompileError>> {
+    let ast = rustpython_parser::ast::Suite::parse(code, "<workflow>")
+        .map_err(|e| vec![CompileError { message: format!("Parse error: {e}"), line: 0 }])?;
+
+    // First pass: collect @task functions
+    let task_functions = collect_task_functions(&ast);
+
+    // Find the @workflow async def
+    let workflow_fn = ast.iter().find_map(|stmt| {
+        if let Stmt::AsyncFunctionDef(func) = stmt {
+            let has_workflow_decorator = func.decorator_list.iter().any(|dec| {
+                if let Expr::Name(ExprName { id, .. }) = dec {
+                    id.as_str() == "workflow"
+                } else {
+                    false
+                }
+            });
+            if has_workflow_decorator {
+                return Some(func);
+            }
+        }
+        // Also check non-async for error reporting
+        if let Stmt::FunctionDef(func) = stmt {
+            let has_workflow_decorator = func.decorator_list.iter().any(|dec| {
+                if let Expr::Name(ExprName { id, .. }) = dec {
+                    id.as_str() == "workflow"
+                } else {
+                    false
+                }
+            });
+            if has_workflow_decorator {
+                return None; // Will be reported as not-async below
+            }
+        }
+        None
+    });
+
+    // Check for non-async workflow function
+    let non_async_workflow = ast.iter().find_map(|stmt| {
+        if let Stmt::FunctionDef(func) = stmt {
+            let has_workflow_decorator = func.decorator_list.iter().any(|dec| {
+                if let Expr::Name(ExprName { id, .. }) = dec {
+                    id.as_str() == "workflow"
+                } else {
+                    false
+                }
+            });
+            if has_workflow_decorator {
+                let line_index = LineIndex::new(code);
+                return Some(line_index.line_of(func.range.start().to_usize()));
+            }
+        }
+        None
+    });
+
+    if let Some(line) = non_async_workflow {
+        if workflow_fn.is_none() {
+            return Err(vec![validation::error_not_async(line)]);
+        }
+    }
+
+    let workflow_fn = workflow_fn.ok_or_else(|| {
+        vec![CompileError { message: "No @workflow async function found.".to_string(), line: 0 }]
+    })?;
+
+    let params = extract_params(&workflow_fn.args);
+    let source_hash = compute_source_hash(code);
+
+    let mut walker = WacWalker::new(code, task_functions);
+    walker.walk_body(&workflow_fn.body);
+
+    if !walker.errors.is_empty() {
+        return Err(walker.errors);
+    }
+
+    Ok(WorkflowDag { nodes: walker.nodes, edges: walker.edges, params, source_hash })
+}
+
+fn compute_source_hash(code: &str) -> String {
+    use sha2::{Digest, Sha256};
+    let mut hasher = Sha256::new();
+    hasher.update(code.as_bytes());
+    format!("{:x}", hasher.finalize())
+}
+
+trait ToUsize {
+    fn to_usize(self) -> usize;
+}
+
+impl ToUsize for rustpython_parser::text_size::TextSize {
+    fn to_usize(self) -> usize {
+        u32::from(self) as usize
+    }
+}

backend/parsers/windmill-parser-wac/src/typescript.rs

@@ -0,0 +1,739 @@
+use std::collections::HashMap;
+
+use swc_common::{sync::Lrc, FileName, SourceMap, SourceMapper, Spanned};
+use swc_ecma_ast::*;
+use swc_ecma_parser::{lexer::Lexer, Parser, StringInput, Syntax, TsSyntax};
+
+use crate::dag::{DagEdge, DagNode, DagNodeType, Param, WorkflowDag};
+use crate::validation::{self, CompileError};
+
+/// Maps task function name → optional external path (from `task("f/path", ...)`)
+type TaskFunctions = HashMap<String, Option<String>>;
+
+/// First pass: scan top-level `const foo = task(async (...) => {})` or
+/// `const foo = task("f/path", async (...) => {})` declarations.
+fn collect_task_functions(module: &Module) -> TaskFunctions {
+    let mut tasks = HashMap::new();
+    for item in &module.body {
+        // const foo = task(async (...) => { ... })
+        // const foo = task("f/path", async (...) => { ... })
+        if let ModuleItem::Stmt(Stmt::Decl(Decl::Var(var_decl))) = item {
+            for decl in &var_decl.decls {
+                if let (Some(name), Some(init)) = (extract_var_name(&decl.name), &decl.init) {
+                    if let Some(path) = extract_task_call_info(init) {
+                        tasks.insert(name, path);
+                    }
+                }
+            }
+        }
+        // export const foo = task(...)
+        if let ModuleItem::ModuleDecl(ModuleDecl::ExportDecl(export)) = item {
+            if let Decl::Var(var_decl) = &export.decl {
+                for decl in &var_decl.decls {
+                    if let (Some(name), Some(init)) = (extract_var_name(&decl.name), &decl.init) {
+                        if let Some(path) = extract_task_call_info(init) {
+                            tasks.insert(name, path);
+                        }
+                    }
+                }
+            }
+        }
+    }
+    tasks
+}
+
+/// Extract variable name from a pattern (simple ident case)
+fn extract_var_name(pat: &Pat) -> Option<String> {
+    if let Pat::Ident(BindingIdent { id, .. }) = pat {
+        Some(id.sym.to_string())
+    } else {
+        None
+    }
+}
+
+/// Check if expr is `task(async fn)` or `task("path", async fn)`.
+/// Returns Some(optional_path) if it is a task() call.
+fn extract_task_call_info(expr: &Expr) -> Option<Option<String>> {
+    if let Expr::Call(call) = expr {
+        if let Callee::Expr(callee) = &call.callee {
+            if let Expr::Ident(ident) = callee.as_ref() {
+                if ident.sym.as_ref() == "task" {
+                    // task("f/path", async fn) or task(async fn)
+                    if call.args.len() == 2 {
+                        // task("f/path", async fn)
+                        let path = extract_string_lit(&call.args[0].expr);
+                        return Some(path);
+                    } else if call.args.len() == 1 {
+                        // task(async fn)
+                        return Some(None);
+                    }
+                }
+            }
+        }
+    }
+    None
+}
+
+struct TsWacWalker {
+    nodes: Vec<DagNode>,
+    edges: Vec<DagEdge>,
+    errors: Vec<CompileError>,
+    node_counter: usize,
+    cm: Lrc<SourceMap>,
+    task_functions: TaskFunctions,
+    in_try: bool,
+    in_while: bool,
+    in_nested_func: bool,
+}
+
+impl TsWacWalker {
+    fn new(cm: Lrc<SourceMap>, task_functions: TaskFunctions) -> Self {
+        Self {
+            nodes: Vec::new(),
+            edges: Vec::new(),
+            errors: Vec::new(),
+            node_counter: 0,
+            cm,
+            task_functions,
+            in_try: false,
+            in_while: false,
+            in_nested_func: false,
+        }
+    }
+
+    fn next_id(&mut self) -> String {
+        let id = format!("step_{}", self.node_counter);
+        self.node_counter += 1;
+        id
+    }
+
+    fn add_node(&mut self, node: DagNode) -> String {
+        let id = node.id.clone();
+        self.nodes.push(node);
+        id
+    }
+
+    fn add_edge(&mut self, from: &str, to: &str, label: Option<String>) {
+        self.edges
+            .push(DagEdge { from: from.to_string(), to: to.to_string(), label });
+    }
+
+    fn span_line(&self, span: swc_common::Span) -> usize {
+        let loc = self.cm.lookup_char_pos(span.lo);
+        loc.line
+    }
+
+    /// Check if expr is a call to a known task function
+    fn is_task_call(&self, expr: &Expr) -> bool {
+        if let Expr::Call(call) = expr {
+            if let Callee::Expr(callee) = &call.callee {
+                if let Expr::Ident(ident) = callee.as_ref() {
+                    return self.task_functions.contains_key(ident.sym.as_ref());
+                }
+            }
+        }
+        false
+    }
+
+    /// Check if expr is `Promise.all([...])`
+    fn is_promise_all(expr: &Expr) -> bool {
+        if let Expr::Call(call) = expr {
+            if let Callee::Expr(callee) = &call.callee {
+                if let Expr::Member(MemberExpr { obj, prop: MemberProp::Ident(prop), .. }) =
+                    callee.as_ref()
+                {
+                    if prop.sym.as_ref() == "all" {
+                        if let Expr::Ident(ident) = obj.as_ref() {
+                            return ident.sym.as_ref() == "Promise";
+                        }
+                    }
+                }
+            }
+        }
+        false
+    }
+
+    /// Extract step name and script from a task function call.
+    /// Name = function name, script = task_path or function name.
+    fn extract_step_info_from_task_call(&self, call: &CallExpr) -> Option<(String, String)> {
+        if let Callee::Expr(callee) = &call.callee {
+            if let Expr::Ident(ident) = callee.as_ref() {
+                let name = ident.sym.to_string();
+                let script = self
+                    .task_functions
+                    .get(ident.sym.as_ref())
+                    .and_then(|p| p.clone())
+                    .unwrap_or_else(|| name.clone());
+                return Some((name, script));
+            }
+        }
+        None
+    }
+
+    fn expr_to_source(&self, expr: &Expr) -> String {
+        let span = expr.span();
+        self.cm
+            .span_to_snippet(span)
+            .unwrap_or_else(|_| "...".to_string())
+    }
+
+    fn body_contains_step(&self, stmts: &[Stmt]) -> bool {
+        stmts.iter().any(|s| self.stmt_contains_step(s))
+    }
+
+    fn stmt_contains_step(&self, stmt: &Stmt) -> bool {
+        match stmt {
+            Stmt::Expr(expr_stmt) => self.expr_contains_step(&expr_stmt.expr),
+            Stmt::Decl(Decl::Var(var_decl)) => var_decl.decls.iter().any(|d| {
+                d.init
+                    .as_ref()
+                    .map_or(false, |init| self.expr_contains_step(init))
+            }),
+            Stmt::If(if_stmt) => {
+                self.stmt_contains_step(&if_stmt.cons)
+                    || if_stmt
+                        .alt
+                        .as_ref()
+                        .map_or(false, |alt| self.stmt_contains_step(alt))
+            }
+            Stmt::Block(block) => self.body_contains_step(&block.stmts),
+            Stmt::For(for_stmt) => self.stmt_contains_step(&for_stmt.body),
+            Stmt::ForIn(for_in) => self.stmt_contains_step(&for_in.body),
+            Stmt::ForOf(for_of) => self.stmt_contains_step(&for_of.body),
+            Stmt::While(while_stmt) => self.stmt_contains_step(&while_stmt.body),
+            Stmt::Try(try_stmt) => {
+                self.body_contains_step(&try_stmt.block.stmts)
+                    || try_stmt
+                        .handler
+                        .as_ref()
+                        .map_or(false, |h| self.body_contains_step(&h.body.stmts))
+                    || try_stmt
+                        .finalizer
+                        .as_ref()
+                        .map_or(false, |f| self.body_contains_step(&f.stmts))
+            }
+            Stmt::Return(ret) => ret
+                .arg
+                .as_ref()
+                .map_or(false, |arg| self.expr_contains_step(arg)),
+            _ => false,
+        }
+    }
+
+    fn expr_contains_step(&self, expr: &Expr) -> bool {
+        if self.is_task_call(expr) {
+            return true;
+        }
+        match expr {
+            Expr::Await(await_expr) => self.expr_contains_step(&await_expr.arg),
+            Expr::Call(call) => {
+                if Self::is_promise_all(&Expr::Call(call.clone())) {
+                    return call.args.iter().any(|a| self.expr_contains_step(&a.expr));
+                }
+                false
+            }
+            Expr::Paren(p) => self.expr_contains_step(&p.expr),
+            _ => false,
+        }
+    }
+
+    fn walk_body(&mut self, stmts: &[Stmt]) -> Option<(String, String)> {
+        let mut first_id: Option<String> = None;
+        let mut prev_id: Option<String> = None;
+
+        for stmt in stmts {
+            if let Some((stmt_first, stmt_last)) = self.walk_stmt(stmt) {
+                if let Some(ref prev) = prev_id {
+                    self.add_edge(prev, &stmt_first, None);
+                }
+                if first_id.is_none() {
+                    first_id = Some(stmt_first);
+                }
+                prev_id = Some(stmt_last);
+            }
+        }
+
+        match (first_id, prev_id) {
+            (Some(f), Some(l)) => Some((f, l)),
+            _ => None,
+        }
+    }
+
+    fn walk_stmt(&mut self, stmt: &Stmt) -> Option<(String, String)> {
+        match stmt {
+            Stmt::Expr(expr_stmt) => self.walk_expr_stmt(&expr_stmt.expr),
+            Stmt::Decl(Decl::Var(var_decl)) => {
+                // const result = await task_fn(...)
+                for decl in &var_decl.decls {
+                    if let Some(init) = &decl.init {
+                        if let Some(result) = self.walk_expr_stmt(init) {
+                            return Some(result);
+                        }
+                    }
+                }
+                None
+            }
+            Stmt::If(if_stmt) => self.walk_if(if_stmt),
+            Stmt::For(for_stmt) => self.walk_for_stmt(for_stmt),
+            Stmt::ForIn(for_in) => self.walk_for_in(for_in),
+            Stmt::ForOf(for_of) => self.walk_for_of(for_of),
+            Stmt::While(while_stmt) => self.walk_while(while_stmt),
+            Stmt::Try(try_stmt) => self.walk_try(try_stmt),
+            Stmt::Block(block) => self.walk_body(&block.stmts),
+            Stmt::Return(ret) => self.walk_return(ret),
+            Stmt::Decl(Decl::Fn(_)) => {
+                if self.stmt_contains_step(stmt) {
+                    self.errors.push(validation::error_step_in_nested_function(
+                        self.span_line(stmt.span()),
+                    ));
+                }
+                None
+            }
+            _ => None,
+        }
+    }
+
+    fn walk_expr_stmt(&mut self, expr: &Expr) -> Option<(String, String)> {
+        // await task_fn(...)
+        if let Expr::Await(await_expr) = expr {
+            if let Expr::Call(call) = await_expr.arg.as_ref() {
+                if self.is_task_call(&Expr::Call(call.clone())) {
+                    return self.emit_step(call, expr);
+                }
+            }
+            // await Promise.all([task_fn(...), ...])
+            if Self::is_promise_all(&await_expr.arg) {
+                if let Expr::Call(promise_call) = await_expr.arg.as_ref() {
+                    return self.emit_parallel(promise_call, expr);
+                }
+            }
+        }
+
+        // Bare task_fn() without await
+        if self.is_task_call(expr) {
+            self.errors
+                .push(validation::error_missing_await(self.span_line(expr.span())));
+        }
+
+        None
+    }
+
+    fn emit_step(&mut self, call: &CallExpr, expr: &Expr) -> Option<(String, String)> {
+        if self.in_try {
+            self.errors
+                .push(validation::error_step_in_catch(self.span_line(expr.span())));
+            return None;
+        }
+        if self.in_while {
+            self.errors
+                .push(validation::error_step_in_while(self.span_line(expr.span())));
+            return None;
+        }
+        if self.in_nested_func {
+            self.errors.push(validation::error_step_in_nested_function(
+                self.span_line(expr.span()),
+            ));
+            return None;
+        }
+
+        let (name, script) = self
+            .extract_step_info_from_task_call(call)
+            .unwrap_or(("unknown".into(), "unknown".into()));
+        let id = self.next_id();
+        let node_id = self.add_node(DagNode {
+            id: id.clone(),
+            node_type: DagNodeType::Step { name: name.clone(), script },
+            label: name,
+            line: self.span_line(expr.span()),
+        });
+        Some((node_id.clone(), node_id))
+    }
+
+    fn emit_parallel(&mut self, promise_call: &CallExpr, expr: &Expr) -> Option<(String, String)> {
+        if self.in_try {
+            self.errors
+                .push(validation::error_step_in_catch(self.span_line(expr.span())));
+            return None;
+        }
+        if self.in_while {
+            self.errors
+                .push(validation::error_step_in_while(self.span_line(expr.span())));
+            return None;
+        }
+
+        let line = self.span_line(expr.span());
+        let start_id = self.next_id();
+        let start_node_id = self.add_node(DagNode {
+            id: start_id.clone(),
+            node_type: DagNodeType::ParallelStart,
+            label: "parallel".to_string(),
+            line,
+        });
+
+        let mut step_ids = Vec::new();
+
+        // Promise.all takes an array as first argument
+        if let Some(first_arg) = promise_call.args.first() {
+            if let Expr::Array(ArrayLit { elems, .. }) = first_arg.expr.as_ref() {
+                for elem in elems.iter().flatten() {
+                    if let Expr::Call(call) = elem.expr.as_ref() {
+                        if self.is_task_call(&Expr::Call(call.clone())) {
+                            let (name, script) = self
+                                .extract_step_info_from_task_call(call)
+                                .unwrap_or(("unknown".into(), "unknown".into()));
+                            let step_id = self.next_id();
+                            let node_id = self.add_node(DagNode {
+                                id: step_id.clone(),
+                                node_type: DagNodeType::Step { name: name.clone(), script },
+                                label: name,
+                                line: self.span_line(elem.expr.span()),
+                            });
+                            self.add_edge(&start_node_id, &node_id, None);
+                            step_ids.push(node_id);
+                        }
+                    }
+                }
+            }
+        }
+
+        let end_id = self.next_id();
+        let end_node_id = self.add_node(DagNode {
+            id: end_id.clone(),
+            node_type: DagNodeType::ParallelEnd,
+            label: "join".to_string(),
+            line,
+        });
+
+        for step_id in &step_ids {
+            self.add_edge(step_id, &end_node_id, None);
+        }
+
+        Some((start_node_id, end_node_id))
+    }
+
+    fn walk_if(&mut self, if_stmt: &IfStmt) -> Option<(String, String)> {
+        let has_steps_cons = self.stmt_contains_step(&if_stmt.cons);
+        let has_steps_alt = if_stmt
+            .alt
+            .as_ref()
+            .map_or(false, |a| self.stmt_contains_step(a));
+
+        if !has_steps_cons && !has_steps_alt {
+            return None;
+        }
+
+        let line = self.span_line(if_stmt.span);
+        let condition_source = self.expr_to_source(&if_stmt.test);
+
+        let branch_id = self.next_id();
+        let branch_node_id = self.add_node(DagNode {
+            id: branch_id.clone(),
+            node_type: DagNodeType::Branch { condition_source },
+            label: "if".to_string(),
+            line,
+        });
+
+        let mut last_ids = Vec::new();
+
+        // True branch
+        if let Some((true_first, true_last)) = self.walk_stmt(&if_stmt.cons) {
+            self.add_edge(&branch_node_id, &true_first, Some("true".to_string()));
+            last_ids.push(true_last);
+        } else {
+            last_ids.push(branch_node_id.clone());
+        }
+
+        // False branch
+        if let Some(alt) = &if_stmt.alt {
+            if let Some((else_first, else_last)) = self.walk_stmt(alt) {
+                self.add_edge(&branch_node_id, &else_first, Some("false".to_string()));
+                last_ids.push(else_last);
+            } else {
+                last_ids.push(branch_node_id.clone());
+            }
+        }
+
+        if last_ids.len() == 1 {
+            Some((branch_node_id, last_ids.into_iter().next().unwrap()))
+        } else {
+            let merge_id = format!("{branch_id}_merge");
+            Some((branch_node_id, merge_id))
+        }
+    }
+
+    fn walk_for_stmt(&mut self, for_stmt: &ForStmt) -> Option<(String, String)> {
+        if !self.stmt_contains_step(&for_stmt.body) {
+            return None;
+        }
+        self.walk_loop_body(&for_stmt.body, for_stmt.span, "for")
+    }
+
+    fn walk_for_in(&mut self, for_in: &ForInStmt) -> Option<(String, String)> {
+        if !self.stmt_contains_step(&for_in.body) {
+            return None;
+        }
+        let iter_source = self.expr_to_source(&for_in.right);
+        self.walk_loop_body_with_iter(&for_in.body, for_in.span, &iter_source)
+    }
+
+    fn walk_for_of(&mut self, for_of: &ForOfStmt) -> Option<(String, String)> {
+        if !self.stmt_contains_step(&for_of.body) {
+            return None;
+        }
+        let iter_source = self.expr_to_source(&for_of.right);
+        self.walk_loop_body_with_iter(&for_of.body, for_of.span, &iter_source)
+    }
+
+    fn walk_loop_body(
+        &mut self,
+        body: &Stmt,
+        span: swc_common::Span,
+        _label: &str,
+    ) -> Option<(String, String)> {
+        self.walk_loop_body_with_iter(body, span, "...")
+    }
+
+    fn walk_loop_body_with_iter(
+        &mut self,
+        body: &Stmt,
+        span: swc_common::Span,
+        iter_source: &str,
+    ) -> Option<(String, String)> {
+        let line = self.span_line(span);
+        let start_id = self.next_id();
+        let start_node_id = self.add_node(DagNode {
+            id: start_id.clone(),
+            node_type: DagNodeType::LoopStart { iter_source: iter_source.to_string() },
+            label: "for".to_string(),
+            line,
+        });
+
+        if let Some((body_first, body_last)) = self.walk_stmt(body) {
+            self.add_edge(&start_node_id, &body_first, None);
+            self.add_edge(&body_last, &start_node_id, Some("next".to_string()));
+        }
+
+        let end_id = self.next_id();
+        let end_node_id = self.add_node(DagNode {
+            id: end_id.clone(),
+            node_type: DagNodeType::LoopEnd,
+            label: "end for".to_string(),
+            line,
+        });
+        self.add_edge(&start_node_id, &end_node_id, Some("done".to_string()));
+
+        Some((start_node_id, end_node_id))
+    }
+
+    fn walk_while(&mut self, while_stmt: &WhileStmt) -> Option<(String, String)> {
+        if self.stmt_contains_step(&while_stmt.body) {
+            self.errors.push(validation::error_step_in_while(
+                self.span_line(while_stmt.span),
+            ));
+        }
+        None
+    }
+
+    fn walk_try(&mut self, try_stmt: &TryStmt) -> Option<(String, String)> {
+        let has_steps = self.body_contains_step(&try_stmt.block.stmts)
+            || try_stmt
+                .handler
+                .as_ref()
+                .map_or(false, |h| self.body_contains_step(&h.body.stmts))
+            || try_stmt
+                .finalizer
+                .as_ref()
+                .map_or(false, |f| self.body_contains_step(&f.stmts));
+
+        if has_steps {
+            self.errors.push(validation::error_step_in_catch(
+                self.span_line(try_stmt.span),
+            ));
+        }
+        None
+    }
+
+    fn walk_return(&mut self, ret: &ReturnStmt) -> Option<(String, String)> {
+        let line = self.span_line(ret.span);
+        let id = self.next_id();
+        let node_id = self.add_node(DagNode {
+            id: id.clone(),
+            node_type: DagNodeType::Return,
+            label: "return".to_string(),
+            line,
+        });
+        Some((node_id.clone(), node_id))
+    }
+}
+
+/// Extract workflow function params (no longer skips ctx)
+fn extract_ts_params(params: &[swc_ecma_ast::Param], cm: &Lrc<SourceMap>) -> Vec<Param> {
+    let mut result = Vec::new();
+    for param in params {
+        let (name, typ) = match &param.pat {
+            Pat::Ident(BindingIdent { id, type_ann, .. }) => {
+                let name = id.sym.to_string();
+                let typ = type_ann.as_ref().map(|ann| {
+                    cm.span_to_snippet(ann.type_ann.span())
+                        .unwrap_or_else(|_| "unknown".to_string())
+                });
+                (name, typ)
+            }
+            _ => continue,
+        };
+        result.push(Param { name, typ });
+    }
+    result
+}
+
+pub fn parse_ts_workflow(code: &str) -> Result<WorkflowDag, Vec<CompileError>> {
+    let cm: Lrc<SourceMap> = Default::default();
+    let fm = cm.new_source_file(FileName::Custom("workflow.ts".into()).into(), code.into());
+    let lexer = Lexer::new(
+        Syntax::Typescript(TsSyntax::default()),
+        Default::default(),
+        StringInput::from(&*fm),
+        None,
+    );
+
+    let mut parser = Parser::new_from(lexer);
+    let module = parser
+        .parse_module()
+        .map_err(|e| vec![CompileError { message: format!("Parse error: {e:?}"), line: 0 }])?;
+
+    // First pass: collect task functions
+    let task_functions = collect_task_functions(&module);
+
+    // Find: export default workflow(async (...) => { ... })
+    // or: export default workflow(async function(...) { ... })
+    let mut workflow_body: Option<(&[Stmt], Vec<Param>)> = None;
+
+    for item in &module.body {
+        // export default workflow(async (...) => { ... })
+        if let ModuleItem::ModuleDecl(ModuleDecl::ExportDefaultExpr(export)) = item {
+            if let Some(result) = find_workflow_call(&export.expr, &cm) {
+                workflow_body = Some(result);
+                break;
+            }
+        }
+        // const wf = workflow(async (...) => { ... }); export default wf;
+        if let ModuleItem::ModuleDecl(ModuleDecl::ExportDefaultDecl(export)) = item {
+            if let DefaultDecl::Fn(_) = &export.decl {
+                // `export default async function(...) { ... }` — not wrapped in workflow(), skip
+            }
+        }
+        if let ModuleItem::Stmt(Stmt::Decl(Decl::Var(var_decl))) = item {
+            for decl in &var_decl.decls {
+                if let Some(init) = &decl.init {
+                    if let Some(result) = find_workflow_call(init, &cm) {
+                        workflow_body = Some(result);
+                        break;
+                    }
+                }
+            }
+        }
+    }
+
+    let (stmts, params) = workflow_body.ok_or_else(|| {
+        vec![CompileError {
+            message: "No workflow() wrapped async function found.".to_string(),
+            line: 0,
+        }]
+    })?;
+
+    let source_hash = compute_source_hash(code);
+
+    let mut walker = TsWacWalker::new(cm, task_functions);
+    walker.walk_body(stmts);
+
+    if !walker.errors.is_empty() {
+        return Err(walker.errors);
+    }
+
+    Ok(WorkflowDag { nodes: walker.nodes, edges: walker.edges, params, source_hash })
+}
+
+/// Find workflow(async (...) => { ... }) or workflow(async function(...) { ... })
+fn find_workflow_call<'a>(expr: &'a Expr, cm: &Lrc<SourceMap>) -> Option<(&'a [Stmt], Vec<Param>)> {
+    if let Expr::Call(call) = expr {
+        // Check if callee is `workflow`
+        let is_workflow = match &call.callee {
+            Callee::Expr(callee_expr) => {
+                if let Expr::Ident(ident) = callee_expr.as_ref() {
+                    ident.sym.as_ref() == "workflow"
+                } else {
+                    false
+                }
+            }
+            _ => false,
+        };
+
+        if is_workflow {
+            if let Some(first_arg) = call.args.first() {
+                return extract_async_fn_body(&first_arg.expr, cm);
+            }
+        }
+    }
+    None
+}
+
+fn extract_async_fn_body<'a>(
+    expr: &'a Expr,
+    cm: &Lrc<SourceMap>,
+) -> Option<(&'a [Stmt], Vec<Param>)> {
+    match expr {
+        Expr::Arrow(arrow) if arrow.is_async => {
+            let params = extract_arrow_params(&arrow.params, cm);
+            match &*arrow.body {
+                BlockStmtOrExpr::BlockStmt(block) => Some((&block.stmts, params)),
+                _ => None,
+            }
+        }
+        Expr::Fn(fn_expr) if fn_expr.function.is_async => {
+            let params = extract_ts_params(&fn_expr.function.params, cm);
+            fn_expr
+                .function
+                .body
+                .as_ref()
+                .map(|body| (body.stmts.as_slice(), params))
+        }
+        Expr::Paren(p) => extract_async_fn_body(&p.expr, cm),
+        _ => None,
+    }
+}
+
+/// Extract arrow function params (no longer skips ctx)
+fn extract_arrow_params(pats: &[Pat], cm: &Lrc<SourceMap>) -> Vec<Param> {
+    let mut result = Vec::new();
+    for pat in pats {
+        match pat {
+            Pat::Ident(BindingIdent { id, type_ann, .. }) => {
+                let name = id.sym.to_string();
+                let typ = type_ann.as_ref().map(|ann| {
+                    cm.span_to_snippet(ann.type_ann.span())
+                        .unwrap_or_else(|_| "unknown".to_string())
+                });
+                result.push(Param { name, typ });
+            }
+            _ => {}
+        }
+    }
+    result
+}
+
+fn extract_string_lit(expr: &Expr) -> Option<String> {
+    match expr {
+        Expr::Lit(Lit::Str(s)) => Some(s.value.to_string()),
+        Expr::Tpl(tpl) if tpl.exprs.is_empty() && tpl.quasis.len() == 1 => {
+            tpl.quasis.first().map(|q| q.raw.to_string())
+        }
+        _ => None,
+    }
+}
+
+fn compute_source_hash(code: &str) -> String {
+    use sha2::{Digest, Sha256};
+    let mut hasher = Sha256::new();
+    hasher.update(code.as_bytes());
+    format!("{:x}", hasher.finalize())
+}

backend/parsers/windmill-parser-wac/src/validation.rs

@@ -0,0 +1,64 @@
+use serde::{Deserialize, Serialize};
+
+#[derive(Debug, Serialize, Deserialize, Clone)]
+pub struct CompileError {
+    pub message: String,
+    pub line: usize,
+}
+
+impl std::fmt::Display for CompileError {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        write!(f, "line {}: {}", self.line, self.message)
+    }
+}
+
+pub fn error_step_in_try(line: usize) -> CompileError {
+    CompileError {
+        message:
+            "Task calls inside try/except are not allowed. Steps have built-in error handling."
+                .to_string(),
+        line,
+    }
+}
+
+pub fn error_step_in_while(line: usize) -> CompileError {
+    CompileError {
+        message: "Task calls inside while loops are not allowed. Use for loops instead."
+            .to_string(),
+        line,
+    }
+}
+
+pub fn error_step_in_nested_function(line: usize) -> CompileError {
+    CompileError {
+        message: "Task calls inside nested functions, closures, or lambdas are not allowed."
+            .to_string(),
+        line,
+    }
+}
+
+pub fn error_step_in_comprehension(line: usize) -> CompileError {
+    CompileError { message: "Task calls inside comprehensions are not allowed.".to_string(), line }
+}
+
+pub fn error_not_async(line: usize) -> CompileError {
+    CompileError { message: "Workflow function must be async.".to_string(), line }
+}
+
+pub fn error_missing_await(line: usize) -> CompileError {
+    CompileError {
+        message:
+            "Task calls must be awaited directly or used inside asyncio.gather()/Promise.all()."
+                .to_string(),
+        line,
+    }
+}
+
+pub fn error_step_in_catch(line: usize) -> CompileError {
+    CompileError {
+        message:
+            "Task calls inside catch blocks are not allowed. Steps have built-in error handling."
+                .to_string(),
+        line,
+    }
+}

backend/parsers/windmill-parser-wac/tests/python_tests.rs

@@ -0,0 +1,266 @@
+use windmill_parser_wac::dag::DagNodeType;
+use windmill_parser_wac::python::parse_python_workflow;
+
+#[test]
+fn test_simple_sequential_workflow() {
+    let code = r#"
+import asyncio
+from wmill import workflow, task
+
+@task
+async def extract_data(url: str): ...
+@task
+async def load_data(data: list): ...
+
+@workflow
+async def my_etl(url: str):
+    raw = await extract_data(url=url)
+    await load_data(data=raw)
+    return {"status": "done"}
+"#;
+
+    let dag = parse_python_workflow(code).expect("should parse");
+    assert_eq!(dag.nodes.len(), 3); // 2 steps + 1 return
+    assert_eq!(dag.edges.len(), 2); // step0->step1, step1->return
+
+    // Check params (url — no ctx to skip)
+    assert_eq!(dag.params.len(), 1);
+    assert_eq!(dag.params[0].name, "url");
+    assert_eq!(dag.params[0].typ.as_deref(), Some("str"));
+
+    // Check first step
+    match &dag.nodes[0].node_type {
+        DagNodeType::Step { name, script } => {
+            assert_eq!(name, "extract_data");
+            assert_eq!(script, "extract_data");
+        }
+        _ => panic!("expected Step node"),
+    }
+
+    // Check second step
+    match &dag.nodes[1].node_type {
+        DagNodeType::Step { name, script } => {
+            assert_eq!(name, "load_data");
+            assert_eq!(script, "load_data");
+        }
+        _ => panic!("expected Step node"),
+    }
+
+    // Check return
+    assert!(matches!(dag.nodes[2].node_type, DagNodeType::Return));
+
+    // Check source hash is non-empty
+    assert!(!dag.source_hash.is_empty());
+}
+
+#[test]
+fn test_parallel_workflow() {
+    let code = r#"
+import asyncio
+from wmill import workflow, task
+
+@task
+async def extract_data(url: str): ...
+@task
+async def clean_data(data: list): ...
+@task
+async def compute_stats(data: list): ...
+@task
+async def load_to_warehouse(rows: list): ...
+
+@workflow
+async def my_etl(url: str):
+    raw = await extract_data(url=url)
+    cleaned, stats = await asyncio.gather(
+        clean_data(data=raw),
+        compute_stats(data=raw),
+    )
+    await load_to_warehouse(rows=cleaned)
+    return {"status": "done"}
+"#;
+
+    let dag = parse_python_workflow(code).expect("should parse");
+
+    // extract, ParallelStart, clean, stats, ParallelEnd, load, return = 7
+    assert_eq!(dag.nodes.len(), 7);
+
+    assert!(matches!(dag.nodes[0].node_type, DagNodeType::Step { .. }));
+    assert!(matches!(dag.nodes[1].node_type, DagNodeType::ParallelStart));
+    assert!(matches!(dag.nodes[2].node_type, DagNodeType::Step { .. }));
+    assert!(matches!(dag.nodes[3].node_type, DagNodeType::Step { .. }));
+    assert!(matches!(dag.nodes[4].node_type, DagNodeType::ParallelEnd));
+    assert!(matches!(dag.nodes[5].node_type, DagNodeType::Step { .. }));
+    assert!(matches!(dag.nodes[6].node_type, DagNodeType::Return));
+}
+
+#[test]
+fn test_conditional_workflow() {
+    let code = r#"
+import asyncio
+from wmill import workflow, task
+
+@task
+async def send_alert(msg: str): ...
+@task
+async def load_data(): ...
+
+@workflow
+async def my_etl(count: int):
+    if count > 100:
+        await send_alert(msg="large")
+    await load_data()
+    return {"done": True}
+"#;
+
+    let dag = parse_python_workflow(code).expect("should parse");
+    // Branch, notify step, load step, return = 4
+    assert_eq!(dag.nodes.len(), 4);
+    assert!(matches!(dag.nodes[0].node_type, DagNodeType::Branch { .. }));
+    assert!(matches!(dag.nodes[1].node_type, DagNodeType::Step { .. }));
+}
+
+#[test]
+fn test_for_loop_workflow() {
+    let code = r#"
+import asyncio
+from wmill import workflow, task
+
+@task
+async def process_item(item: str): ...
+
+@workflow
+async def my_etl(items: list):
+    for item in items:
+        await process_item(item=item)
+    return {"done": True}
+"#;
+
+    let dag = parse_python_workflow(code).expect("should parse");
+    // LoopStart, step, LoopEnd, return = 4
+    assert_eq!(dag.nodes.len(), 4);
+    assert!(matches!(
+        dag.nodes[0].node_type,
+        DagNodeType::LoopStart { .. }
+    ));
+    assert!(matches!(dag.nodes[1].node_type, DagNodeType::Step { .. }));
+    assert!(matches!(dag.nodes[2].node_type, DagNodeType::LoopEnd));
+}
+
+#[test]
+fn test_reject_step_in_try() {
+    let code = r#"
+import asyncio
+from wmill import workflow, task
+
+@task
+async def extract_data(): ...
+
+@workflow
+async def my_etl():
+    try:
+        await extract_data()
+    except Exception:
+        pass
+"#;
+
+    let result = parse_python_workflow(code);
+    assert!(result.is_err());
+    let errors = result.unwrap_err();
+    assert!(errors[0].message.contains("try/except"));
+}
+
+#[test]
+fn test_reject_step_in_while() {
+    let code = r#"
+import asyncio
+from wmill import workflow, task
+
+@task
+async def extract_data(): ...
+
+@workflow
+async def my_etl():
+    while True:
+        await extract_data()
+"#;
+
+    let result = parse_python_workflow(code);
+    assert!(result.is_err());
+    let errors = result.unwrap_err();
+    assert!(errors[0].message.contains("while"));
+}
+
+#[test]
+fn test_reject_non_async() {
+    let code = r#"
+from wmill import workflow
+
+@workflow
+def my_etl():
+    pass
+"#;
+
+    let result = parse_python_workflow(code);
+    assert!(result.is_err());
+    let errors = result.unwrap_err();
+    assert!(errors[0].message.contains("async"));
+}
+
+#[test]
+fn test_reject_missing_await() {
+    let code = r#"
+import asyncio
+from wmill import workflow, task
+
+@task
+async def extract_data(): ...
+
+@workflow
+async def my_etl():
+    extract_data()
+"#;
+
+    let result = parse_python_workflow(code);
+    assert!(result.is_err());
+    let errors = result.unwrap_err();
+    assert!(errors[0].message.contains("awaited"));
+}
+
+#[test]
+fn test_no_workflow_function() {
+    let code = r#"
+async def my_func():
+    pass
+"#;
+
+    let result = parse_python_workflow(code);
+    assert!(result.is_err());
+    let errors = result.unwrap_err();
+    assert!(errors[0].message.contains("No @workflow"));
+}
+
+#[test]
+fn test_task_with_external_path() {
+    let code = r#"
+import asyncio
+from wmill import workflow, task
+
+@task(path="f/external_script")
+async def run_external(x: int): ...
+
+@workflow
+async def my_wf(x: int):
+    result = await run_external(x=x)
+    return result
+"#;
+
+    let dag = parse_python_workflow(code).expect("should parse");
+    assert_eq!(dag.nodes.len(), 2); // 1 step + 1 return (bare `return` is not a step node but walk_return creates one)
+    match &dag.nodes[0].node_type {
+        DagNodeType::Step { name, script } => {
+            assert_eq!(name, "run_external");
+            assert_eq!(script, "f/external_script");
+        }
+        _ => panic!("expected Step node"),
+    }
+}

backend/parsers/windmill-parser-wac/tests/ts_tests.rs

@@ -0,0 +1,245 @@
+use windmill_parser_wac::dag::DagNodeType;
+use windmill_parser_wac::typescript::parse_ts_workflow;
+
+#[test]
+fn test_simple_sequential_ts_workflow() {
+    let code = r#"
+import { workflow, task } from "windmill-client";
+
+const extract_data = task(async (url: string) => {});
+const load_data = task(async (data: any) => {});
+
+export default workflow(async (url: string) => {
+  const raw = await extract_data(url);
+  await load_data(raw);
+  return { status: "done" };
+});
+"#;
+
+    let dag = parse_ts_workflow(code).expect("should parse");
+    assert_eq!(dag.nodes.len(), 3); // 2 steps + 1 return
+    assert_eq!(dag.edges.len(), 2);
+
+    // Check params (url — no ctx to skip)
+    assert_eq!(dag.params.len(), 1);
+    assert_eq!(dag.params[0].name, "url");
+    assert_eq!(dag.params[0].typ.as_deref(), Some("string"));
+
+    match &dag.nodes[0].node_type {
+        DagNodeType::Step { name, script } => {
+            assert_eq!(name, "extract_data");
+            assert_eq!(script, "extract_data");
+        }
+        _ => panic!("expected Step node"),
+    }
+
+    match &dag.nodes[1].node_type {
+        DagNodeType::Step { name, script } => {
+            assert_eq!(name, "load_data");
+            assert_eq!(script, "load_data");
+        }
+        _ => panic!("expected Step node"),
+    }
+
+    assert!(matches!(dag.nodes[2].node_type, DagNodeType::Return));
+    assert!(!dag.source_hash.is_empty());
+}
+
+#[test]
+fn test_parallel_ts_workflow() {
+    let code = r#"
+import { workflow, task } from "windmill-client";
+
+const extract_data = task(async (url: string) => {});
+const clean_data = task(async (data: any) => {});
+const compute_stats = task(async (data: any) => {});
+const load_to_warehouse = task(async (rows: any) => {});
+
+export default workflow(async (url: string) => {
+  const raw = await extract_data(url);
+
+  const [cleaned, stats] = await Promise.all([
+    clean_data(raw),
+    compute_stats(raw),
+  ]);
+
+  await load_to_warehouse(cleaned);
+  return { status: "done", rows: stats.rowCount };
+});
+"#;
+
+    let dag = parse_ts_workflow(code).expect("should parse");
+    // extract, ParallelStart, clean, stats, ParallelEnd, load, return = 7
+    assert_eq!(dag.nodes.len(), 7);
+
+    assert!(matches!(dag.nodes[0].node_type, DagNodeType::Step { .. }));
+    assert!(matches!(dag.nodes[1].node_type, DagNodeType::ParallelStart));
+    assert!(matches!(dag.nodes[2].node_type, DagNodeType::Step { .. }));
+    assert!(matches!(dag.nodes[3].node_type, DagNodeType::Step { .. }));
+    assert!(matches!(dag.nodes[4].node_type, DagNodeType::ParallelEnd));
+    assert!(matches!(dag.nodes[5].node_type, DagNodeType::Step { .. }));
+    assert!(matches!(dag.nodes[6].node_type, DagNodeType::Return));
+}
+
+#[test]
+fn test_conditional_ts_workflow() {
+    let code = r#"
+import { workflow, task } from "windmill-client";
+
+const send_alert = task(async (msg: string) => {});
+const load_data = task(async () => {});
+
+export default workflow(async (count: number) => {
+  if (count > 100) {
+    await send_alert("large");
+  }
+  await load_data();
+  return { done: true };
+});
+"#;
+
+    let dag = parse_ts_workflow(code).expect("should parse");
+    // Branch, notify, load, return = 4
+    assert_eq!(dag.nodes.len(), 4);
+    assert!(matches!(dag.nodes[0].node_type, DagNodeType::Branch { .. }));
+}
+
+#[test]
+fn test_for_of_ts_workflow() {
+    let code = r#"
+import { workflow, task } from "windmill-client";
+
+const process_item = task(async (item: string) => {});
+
+export default workflow(async (items: string[]) => {
+  for (const item of items) {
+    await process_item(item);
+  }
+  return { done: true };
+});
+"#;
+
+    let dag = parse_ts_workflow(code).expect("should parse");
+    // LoopStart, step, LoopEnd, return = 4
+    assert_eq!(dag.nodes.len(), 4);
+    assert!(matches!(
+        dag.nodes[0].node_type,
+        DagNodeType::LoopStart { .. }
+    ));
+}
+
+#[test]
+fn test_reject_step_in_try_catch() {
+    let code = r#"
+import { workflow, task } from "windmill-client";
+
+const extract_data = task(async () => {});
+
+export default workflow(async () => {
+  try {
+    await extract_data();
+  } catch (e) {
+    console.log(e);
+  }
+});
+"#;
+
+    let result = parse_ts_workflow(code);
+    assert!(result.is_err());
+    let errors = result.unwrap_err();
+    assert!(errors[0].message.contains("catch"));
+}
+
+#[test]
+fn test_reject_step_in_while_ts() {
+    let code = r#"
+import { workflow, task } from "windmill-client";
+
+const extract_data = task(async () => {});
+
+export default workflow(async () => {
+  while (true) {
+    await extract_data();
+  }
+});
+"#;
+
+    let result = parse_ts_workflow(code);
+    assert!(result.is_err());
+    let errors = result.unwrap_err();
+    assert!(errors[0].message.contains("while"));
+}
+
+#[test]
+fn test_reject_missing_await_ts() {
+    let code = r#"
+import { workflow, task } from "windmill-client";
+
+const extract_data = task(async () => {});
+
+export default workflow(async () => {
+  extract_data();
+});
+"#;
+
+    let result = parse_ts_workflow(code);
+    assert!(result.is_err());
+    let errors = result.unwrap_err();
+    assert!(errors[0].message.contains("awaited"));
+}
+
+#[test]
+fn test_no_workflow_wrapper() {
+    let code = r#"
+export default async function main(ctx: any) {
+  return {};
+}
+"#;
+
+    let result = parse_ts_workflow(code);
+    assert!(result.is_err());
+    let errors = result.unwrap_err();
+    assert!(errors[0].message.contains("No workflow()"));
+}
+
+#[test]
+fn test_variable_declaration_with_step() {
+    let code = r#"
+import { workflow, task } from "windmill-client";
+
+const compute = task(async () => {});
+
+export default workflow(async () => {
+  const result = await compute();
+  return result;
+});
+"#;
+
+    let dag = parse_ts_workflow(code).expect("should parse");
+    assert_eq!(dag.nodes.len(), 2); // step + return
+    assert!(matches!(dag.nodes[0].node_type, DagNodeType::Step { .. }));
+}
+
+#[test]
+fn test_task_with_external_path() {
+    let code = r#"
+import { workflow, task } from "windmill-client";
+
+const run_external = task("f/external_script", async (x: number) => {});
+
+export default workflow(async (x: number) => {
+  const result = await run_external(x);
+  return result;
+});
+"#;
+
+    let dag = parse_ts_workflow(code).expect("should parse");
+    assert_eq!(dag.nodes.len(), 2); // step + return
+    match &dag.nodes[0].node_type {
+        DagNodeType::Step { name, script } => {
+            assert_eq!(name, "run_external");
+            assert_eq!(script, "f/external_script");
+        }
+        _ => panic!("expected Step node"),
+    }
+}

backend/parsers/windmill-parser-wasm/Cargo.toml

@@ -38,6 +38,8 @@ csharp-parser = [ "dep:windmill-parser-csharp"]
 nu-parser = [ "dep:windmill-parser-nu"]
 java-parser = [ "dep:windmill-parser-java"]
 ruby-parser = [ "dep:windmill-parser-ruby"]
+wac-parser = [ "dep:windmill-parser-wac"]
+asset-parser = [ "dep:windmill-parser-ts-asset", "dep:windmill-parser-py-asset", "dep:windmill-parser-sql-asset"]
 
 [dependencies]
 anyhow.workspace = true
@@ -55,6 +57,10 @@ windmill-parser-csharp = { workspace = true, optional = true }
 windmill-parser-nu = { workspace = true, optional = true }
 windmill-parser-java = { workspace = true, optional = true }
 windmill-parser-ruby = { workspace = true, optional = true }
+windmill-parser-wac = { workspace = true, optional = true }
+windmill-parser-ts-asset = { workspace = true, optional = true }
+windmill-parser-py-asset = { workspace = true, optional = true }
+windmill-parser-sql-asset = { workspace = true, optional = true }
 wasm-bindgen.workspace = true
 
 serde_json.workspace = true

backend/parsers/windmill-parser-wasm/build.nu

@@ -56,6 +56,17 @@ const targets = [
     features: "ruby-parser",
     env: "tree-sitter",
   },
+  {
+    ident: "wac",
+    desc: "Workflow-as-Code",
+    features: "wac-parser",
+    env: "default",
+  }, {
+    ident: "asset",
+    desc: "Asset parsers (TS, Python, SQL) with SQL AST",
+    features: "asset-parser",
+    env: "default",
+  },
   # ^^^ Add new entry here ^^^
 ];
 # NOTE: This is legacy command for building all, but it is not more used

backend/parsers/windmill-parser-wasm/publish-pkgs.sh

@@ -33,3 +33,6 @@ popd
 
 pushd "pkg-java" && npm publish ${args}
 popd
+
+pushd "pkg-asset" && npm publish ${args}
+popd

backend/parsers/windmill-parser-wasm/src/lib.rs

@@ -187,28 +187,28 @@ pub fn parse_ruby(code: &str) -> String {
     wrap_sig(windmill_parser_ruby::parse_ruby_signature(code))
 }
 
-#[cfg(feature = "sql-parser")]
+#[cfg(feature = "asset-parser")]
 #[wasm_bindgen]
 pub fn parse_assets_sql(code: &str) -> String {
-    match windmill_parser_sql::parse_assets(code) {
+    match windmill_parser_sql_asset::parse_assets(code) {
         Ok(r) => serde_json::to_string(&r).unwrap(),
         Err(err) => format!("err: {:?}", err),
     }
 }
 
-#[cfg(feature = "ts-parser")]
+#[cfg(feature = "asset-parser")]
 #[wasm_bindgen]
 pub fn parse_assets_ts(code: &str) -> String {
-    match windmill_parser_ts::parse_assets(code) {
+    match windmill_parser_ts_asset::parse_assets(code) {
         Ok(r) => serde_json::to_string(&r).unwrap(),
         Err(err) => format!("err: {:?}", err),
     }
 }
 
-#[cfg(feature = "py-parser")]
+#[cfg(feature = "asset-parser")]
 #[wasm_bindgen]
 pub fn parse_assets_py(code: &str) -> String {
-    match windmill_parser_py::parse_assets(code) {
+    match windmill_parser_py_asset::parse_assets(code) {
         Ok(r) => serde_json::to_string(&r).unwrap(),
         Err(err) => format!("err: {:?}", err),
     }
@@ -223,4 +223,11 @@ pub fn parse_assets_ansible(code: &str) -> String {
     }
 }
 
+#[cfg(feature = "wac-parser")]
+#[wasm_bindgen]
+pub fn parse_workflow_as_code(code: &str, language: &str) -> String {
+    let result = windmill_parser_wac::parse_workflow(code, language);
+    serde_json::to_string(&result).unwrap_or_else(|_| "{\"type\": \"error\"}".to_string())
+}
+
 // for related places search: ADD_NEW_LANG

backend/src/db_connect.rs

@@ -20,6 +20,7 @@ pub async fn connect_db(
     server_mode: bool,
     indexer_mode: bool,
     worker_mode: bool,
+    num_workers: i32,
     #[cfg(feature = "private")] mut killpill_rx: tokio::sync::broadcast::Receiver<()>,
 ) -> anyhow::Result<sqlx::Pool<sqlx::Postgres>> {
     use anyhow::Context;
@@ -34,13 +35,7 @@ pub async fn connect_db(
             } else if indexer_mode {
                 DEFAULT_MAX_CONNECTIONS_INDEXER
             } else {
-                DEFAULT_MAX_CONNECTIONS_WORKER
-                    + std::env::var("NUM_WORKERS")
-                        .ok()
-                        .map(|x| x.parse().ok())
-                        .flatten()
-                        .unwrap_or(1)
-                    - 1
+                DEFAULT_MAX_CONNECTIONS_WORKER + (num_workers.max(1) as u32) - 1
             }
         }
     };
@@ -103,7 +98,7 @@ pub async fn connect(
     use sqlx::Executor;
     use std::time::Duration;
     let mut pool_options = sqlx::postgres::PgPoolOptions::new()
-        .min_connections((max_connections / 5).clamp(1, max_connections))
+        .min_connections(0)
         .max_connections(max_connections)
         .max_lifetime(Duration::from_secs(30 * 60)); // 30 mins
     if worker_mode {

backend/src/main.rs

@@ -37,12 +37,13 @@ use windmill_common::ee_oss::{
 use windmill_common::{
     agent_workers::AgentConfig,
     global_settings::{
-        APP_WORKSPACED_ROUTE_SETTING, BASE_URL_SETTING, BUNFIG_INSTALL_SCOPES_SETTING,
-        CRITICAL_ALERTS_ON_DB_OVERSIZE_SETTING, CRITICAL_ALERTS_ON_TOKEN_EXPIRY_SETTING,
-        CRITICAL_ALERT_MUTE_UI_SETTING, CRITICAL_ERROR_CHANNELS_SETTING, CUSTOM_TAGS_SETTING,
-        DEFAULT_TAGS_PER_WORKSPACE_SETTING, DEFAULT_TAGS_WORKSPACES_SETTING, EMAIL_DOMAIN_SETTING,
-        ENV_SETTINGS, EXPOSE_DEBUG_METRICS_SETTING, EXPOSE_METRICS_SETTING,
-        EXTRA_PIP_INDEX_URL_SETTING, HUB_API_SECRET_SETTING, HUB_BASE_URL_SETTING, INDEXER_SETTING,
+        APP_WORKSPACED_ROUTE_SETTING, AUDIT_LOG_RETENTION_DAYS_SETTING, BASE_URL_SETTING,
+        BUNFIG_INSTALL_SCOPES_SETTING, CRITICAL_ALERTS_ON_DB_OVERSIZE_SETTING,
+        CRITICAL_ALERTS_ON_TOKEN_EXPIRY_SETTING, CRITICAL_ALERT_MUTE_UI_SETTING,
+        CRITICAL_ERROR_CHANNELS_SETTING, CUSTOM_TAGS_SETTING, DEFAULT_TAGS_PER_WORKSPACE_SETTING,
+        DEFAULT_TAGS_WORKSPACES_SETTING, EMAIL_DOMAIN_SETTING, ENV_SETTINGS,
+        EXPOSE_DEBUG_METRICS_SETTING, EXPOSE_METRICS_SETTING, EXTRA_PIP_INDEX_URL_SETTING,
+        HUB_API_SECRET_SETTING, HUB_BASE_URL_SETTING, INDEXER_SETTING,
         INSTANCE_PYTHON_VERSION_SETTING, JOB_DEFAULT_TIMEOUT_SECS_SETTING, JOB_ISOLATION_SETTING,
         JWT_SECRET_SETTING, KEEP_JOB_DIR_SETTING, LICENSE_KEY_SETTING, MAVEN_REPOS_SETTING,
         MAVEN_SETTINGS_XML_SETTING, MONITOR_LOGS_ON_OBJECT_STORE_SETTING, NO_DEFAULT_MAVEN_SETTING,
@@ -97,12 +98,13 @@ use windmill_worker::{
 use crate::monitor::{
     initial_load, load_keep_job_dir, load_metrics_debug_enabled, load_require_preexisting_user,
     load_tag_per_workspace_enabled, load_tag_per_workspace_workspaces, monitor_db,
-    reload_app_workspaced_route_setting, reload_base_url_setting,
-    reload_bunfig_install_scopes_setting, reload_critical_alert_mute_ui_setting,
-    reload_critical_alerts_on_token_expiry_setting, reload_critical_error_channels_setting,
-    reload_extra_pip_index_url_setting, reload_hub_api_secret_setting, reload_hub_base_url_setting,
-    reload_job_default_timeout_setting, reload_job_isolation_setting, reload_jwt_secret_setting,
-    reload_license_key, reload_npm_config_registry_setting, reload_otel_tracing_proxy_setting,
+    reload_app_workspaced_route_setting, reload_audit_log_retention_days_setting,
+    reload_base_url_setting, reload_bunfig_install_scopes_setting,
+    reload_critical_alert_mute_ui_setting, reload_critical_alerts_on_token_expiry_setting,
+    reload_critical_error_channels_setting, reload_extra_pip_index_url_setting,
+    reload_hub_api_secret_setting, reload_hub_base_url_setting, reload_job_default_timeout_setting,
+    reload_job_isolation_setting, reload_jwt_secret_setting, reload_license_key,
+    reload_npm_config_registry_setting, reload_otel_tracing_proxy_setting,
     reload_pip_index_url_setting, reload_retention_period_setting, reload_scim_token_setting,
     reload_smtp_config, reload_uv_index_strategy_setting, reload_worker_config, MonitorIteration,
 };
@@ -241,7 +243,14 @@ async fn cache_hub_scripts(file_path: Option<String>) -> anyhow::Result<()> {
     create_dir_all(&*HUB_CACHE_DIR)?;
     create_dir_all(&*BUN_BUNDLE_CACHE_DIR)?;
 
-    for path in paths.values() {
+    // Ensure the latest git sync script is always cached, regardless of hubPaths.json contents
+    let mut all_paths: Vec<String> = paths.into_values().collect();
+    let latest_git_sync = windmill_common::workspaces::LATEST_GIT_SYNC_SCRIPT_PATH.to_string();
+    if !all_paths.contains(&latest_git_sync) {
+        all_paths.push(latest_git_sync);
+    }
+
+    for path in &all_paths {
         tracing::info!("Caching hub script at {path}");
         let res = get_hub_script_content_and_requirements(Some(path), None).await?;
         if res
@@ -517,6 +526,51 @@ fn print_help() {
     println!("- At startup, Windmill logs currently set configuration keys for visibility.");
 }
 
+async fn resync_custom_instance_user_pwd_if_needed(db: &Pool<Postgres>) {
+    use windmill_common::utils::get_custom_pg_instance_password;
+    use windmill_common::{get_database_url, PgDatabase};
+
+    let user_pwd = match get_custom_pg_instance_password(db).await {
+        Ok(pwd) => pwd,
+        Err(_) => {
+            // Setting doesn't exist yet (fresh install or pre-migration), skip check
+            return;
+        }
+    };
+
+    let mut pg_creds = match get_database_url().await {
+        Ok(url) => match PgDatabase::parse_uri(&url.as_str().await) {
+            Ok(creds) => creds,
+            Err(e) => {
+                tracing::warn!("Failed to parse database URL for custom_instance_user check: {e}");
+                return;
+            }
+        },
+        Err(e) => {
+            tracing::warn!("Failed to get database URL for custom_instance_user check: {e}");
+            return;
+        }
+    };
+
+    pg_creds.user = Some("custom_instance_user".to_string());
+    pg_creds.password = Some(user_pwd);
+
+    match pg_creds.connect().await {
+        Ok(_) => {
+            tracing::info!("custom_instance_user password is in sync");
+        }
+        Err(e) => {
+            tracing::warn!("custom_instance_user password is out of sync ({e}), refreshing...");
+            if let Err(e) = windmill_api_settings::refresh_custom_instance_user_pwd_inner(db).await
+            {
+                tracing::error!("Failed to refresh custom_instance_user password: {e}");
+            } else {
+                tracing::info!("Successfully refreshed custom_instance_user password");
+            }
+        }
+    }
+}
+
 async fn windmill_main() -> anyhow::Result<()> {
     let (killpill_tx, mut killpill_rx) = KillpillSender::new(2);
     let mut monitor_killpill_rx = killpill_tx.subscribe();
@@ -647,6 +701,7 @@ async fn windmill_main() -> anyhow::Result<()> {
     let mut num_workers = if mode == Mode::Server || mode == Mode::Indexer || mode == Mode::MCP {
         0
     } else if is_native_mode_from_env() {
+        NATIVE_MODE_RESOLVED.store(true, std::sync::atomic::Ordering::Relaxed);
         println!("Native mode enabled: forcing NUM_WORKERS=8");
         8
     } else {
@@ -819,6 +874,30 @@ async fn windmill_main() -> anyhow::Result<()> {
         }
     }
 
+    // Resolve native mode early (before connect_db) so connection pool size accounts for it.
+    // native_mode can come from env OR from the DB worker group config.
+    if worker_mode && !is_native_mode_from_env() {
+        if let Some(db) = conn.as_sql() {
+            let native_from_db: bool = sqlx::query_scalar!(
+                "SELECT (config->>'native_mode')::boolean FROM config WHERE name = $1",
+                format!("worker__{}", *windmill_common::worker::WORKER_GROUP)
+            )
+            .fetch_optional(db)
+            .await
+            .ok()
+            .flatten()
+            .flatten()
+            .unwrap_or(false);
+            if native_from_db {
+                NATIVE_MODE_RESOLVED.store(true, std::sync::atomic::Ordering::Relaxed);
+                num_workers = 8;
+                tracing::info!(
+                    "Native mode detected from worker config (early): forcing NUM_WORKERS=8"
+                );
+            }
+        }
+    }
+
     let conn = if mode == Mode::Agent {
         conn
     } else {
@@ -831,6 +910,7 @@ async fn windmill_main() -> anyhow::Result<()> {
             server_mode,
             indexer_mode,
             worker_mode,
+            num_workers,
             #[cfg(feature = "private")]
             killpill_rx.resubscribe(),
         )
@@ -838,6 +918,11 @@ async fn windmill_main() -> anyhow::Result<()> {
 
         // NOTE: Variable/resource cache initialization moved to API server in windmill-api
 
+        // Check if custom_instance_user password is in sync
+        if server_mode {
+            resync_custom_instance_user_pwd_if_needed(&db).await;
+        }
+
         Connection::Sql(db)
     };
 
@@ -930,16 +1015,6 @@ Windmill Community Edition {GIT_VERSION}
         )
         .await;
 
-        // native_mode may also be set via DB worker group config (not just env).
-        // NATIVE_MODE_RESOLVED is updated by load_worker_config during initial_load.
-        if worker_mode
-            && !is_native_mode_from_env()
-            && NATIVE_MODE_RESOLVED.load(std::sync::atomic::Ordering::Relaxed)
-        {
-            num_workers = 8;
-            tracing::info!("Native mode detected from worker config: forcing NUM_WORKERS=8");
-        }
-
         monitor_db(
             &conn,
             &base_internal_url,
@@ -1614,6 +1689,9 @@ async fn process_notify_event(
                 }
                 TIMEOUT_WAIT_RESULT_SETTING => reload_timeout_wait_result_setting(conn).await,
                 RETENTION_PERIOD_SECS_SETTING => reload_retention_period_setting(conn).await,
+                AUDIT_LOG_RETENTION_DAYS_SETTING => {
+                    reload_audit_log_retention_days_setting(conn).await
+                }
                 MONITOR_LOGS_ON_OBJECT_STORE_SETTING => {
                     reload_delete_logs_periodically_setting(conn).await
                 }
@@ -1829,7 +1907,7 @@ pub async fn run_workers(
 
     tracing::info!(
         "Starting {num_workers} workers and SLEEP_QUEUE={}ms",
-        *windmill_worker::SLEEP_QUEUE
+        windmill_worker::sleep_queue()
     );
 
     for i in 1..(num_workers + 1) {

backend/src/monitor.rs

@@ -48,16 +48,17 @@ use windmill_common::{
     error,
     flow_status::{FlowStatus, FlowStatusModule},
     global_settings::{
-        BASE_URL_SETTING, BUNFIG_INSTALL_SCOPES_SETTING, CRITICAL_ALERTS_ON_DB_OVERSIZE_SETTING,
-        CRITICAL_ALERTS_ON_TOKEN_EXPIRY_SETTING, CRITICAL_ALERT_MUTE_UI_SETTING,
-        CRITICAL_ERROR_CHANNELS_SETTING, DEFAULT_TAGS_PER_WORKSPACE_SETTING,
-        DEFAULT_TAGS_WORKSPACES_SETTING, EXPOSE_DEBUG_METRICS_SETTING, EXPOSE_METRICS_SETTING,
-        EXTRA_PIP_INDEX_URL_SETTING, HUB_API_SECRET_SETTING, HUB_BASE_URL_SETTING,
-        INSTANCE_PYTHON_VERSION_SETTING, JOB_DEFAULT_TIMEOUT_SECS_SETTING, JOB_ISOLATION_SETTING,
-        JWT_SECRET_SETTING, KEEP_JOB_DIR_SETTING, LICENSE_KEY_SETTING,
-        MONITOR_LOGS_ON_OBJECT_STORE_SETTING, NPMRC_SETTING, NPM_CONFIG_REGISTRY_SETTING,
-        NUGET_CONFIG_SETTING, OTEL_SETTING, OTEL_TRACING_PROXY_SETTING, PIP_INDEX_URL_SETTING,
-        POWERSHELL_REPO_PAT_SETTING, POWERSHELL_REPO_URL_SETTING, REQUEST_SIZE_LIMIT_SETTING,
+        AUDIT_LOG_RETENTION_DAYS_SETTING, BASE_URL_SETTING, BUNFIG_INSTALL_SCOPES_SETTING,
+        CRITICAL_ALERTS_ON_DB_OVERSIZE_SETTING, CRITICAL_ALERTS_ON_TOKEN_EXPIRY_SETTING,
+        CRITICAL_ALERT_MUTE_UI_SETTING, CRITICAL_ERROR_CHANNELS_SETTING,
+        DEFAULT_TAGS_PER_WORKSPACE_SETTING, DEFAULT_TAGS_WORKSPACES_SETTING,
+        EXPOSE_DEBUG_METRICS_SETTING, EXPOSE_METRICS_SETTING, EXTRA_PIP_INDEX_URL_SETTING,
+        HUB_API_SECRET_SETTING, HUB_BASE_URL_SETTING, INSTANCE_PYTHON_VERSION_SETTING,
+        JOB_DEFAULT_TIMEOUT_SECS_SETTING, JOB_ISOLATION_SETTING, JWT_SECRET_SETTING,
+        KEEP_JOB_DIR_SETTING, LICENSE_KEY_SETTING, MONITOR_LOGS_ON_OBJECT_STORE_SETTING,
+        NPMRC_SETTING, NPM_CONFIG_REGISTRY_SETTING, NUGET_CONFIG_SETTING, OTEL_SETTING,
+        OTEL_TRACING_PROXY_SETTING, PIP_INDEX_URL_SETTING, POWERSHELL_REPO_PAT_SETTING,
+        POWERSHELL_REPO_URL_SETTING, REQUEST_SIZE_LIMIT_SETTING,
         REQUIRE_PREEXISTING_USER_FOR_OAUTH_SETTING, RETENTION_PERIOD_SECS_SETTING,
         SAML_METADATA_SETTING, SCIM_TOKEN_SETTING, TIMEOUT_WAIT_RESULT_SETTING,
         UV_INDEX_STRATEGY_SETTING,
@@ -77,9 +78,9 @@ use windmill_common::{
         DEFAULT_TAGS_WORKSPACES, INDEXER_CONFIG, SCRIPT_TOKEN_EXPIRY, SMTP_CONFIG, WINDMILL_DIR,
         WORKER_CONFIG, WORKER_GROUP,
     },
-    KillpillSender, BASE_URL, CRITICAL_ALERTS_ON_DB_OVERSIZE, CRITICAL_ALERTS_ON_TOKEN_EXPIRY,
-    CRITICAL_ALERT_MUTE_UI_ENABLED, CRITICAL_ERROR_CHANNELS, DB, DEFAULT_HUB_BASE_URL,
-    HUB_BASE_URL, JOB_RETENTION_SECS, METRICS_DEBUG_ENABLED, METRICS_ENABLED,
+    KillpillSender, AUDIT_LOG_RETENTION_DAYS, BASE_URL, CRITICAL_ALERTS_ON_DB_OVERSIZE,
+    CRITICAL_ALERTS_ON_TOKEN_EXPIRY, CRITICAL_ALERT_MUTE_UI_ENABLED, CRITICAL_ERROR_CHANNELS, DB,
+    DEFAULT_HUB_BASE_URL, HUB_BASE_URL, JOB_RETENTION_SECS, METRICS_DEBUG_ENABLED, METRICS_ENABLED,
     MONITOR_LOGS_ON_OBJECT_STORE, OTEL_LOGS_ENABLED, OTEL_METRICS_ENABLED, OTEL_TRACING_ENABLED,
     SERVICE_LOG_RETENTION_SECS,
 };
@@ -250,9 +251,8 @@ pub async fn initial_load(
                     .map(|x| x.tags.clone())
                     .unwrap_or_default();
                 // we only check from env as native_mode is not stored in the token
+                // NATIVE_MODE_RESOLVED is already set in main.rs during startup
                 let native_mode = windmill_common::worker::is_native_mode_from_env();
-                windmill_common::worker::NATIVE_MODE_RESOLVED
-                    .store(native_mode, std::sync::atomic::Ordering::Relaxed);
                 *config = WorkerConfig {
                     worker_tags,
                     env_vars: load_env_vars(
@@ -323,9 +323,15 @@ pub async fn initial_load(
 
     if server_mode {
         reload_retention_period_setting(&conn).await;
+        reload_audit_log_retention_days_setting(&conn).await;
         reload_request_size(&conn).await;
         reload_saml_metadata_setting(&conn).await;
         reload_scim_token_setting(&conn).await;
+
+        // Ensure audit partitions exist before any requests arrive
+        if let Some(db) = conn.as_sql() {
+            manage_audit_partitions(&db, audit_log_retention_days().await).await;
+        }
     }
 
     if worker_mode {
@@ -873,10 +879,19 @@ struct TokenRow {
     workspace_id: Option<String>,
 }
 
+/// When updating this filter, also update:
+/// - `register_token_expiry_notification` in windmill-api-auth/src/lib.rs
+/// - `isUserToken` in frontend/src/lib/components/settings/TokensTable.svelte
 fn is_user_token(label: Option<&str>) -> bool {
     match label {
         None => true,
-        Some(l) => l != "session" && !l.starts_with("ephemeral") && !l.starts_with("Ephemeral"),
+        Some(l) => {
+            l != "session"
+                && !l.starts_with("ephemeral")
+                && !l.starts_with("Ephemeral")
+                && l != "debugger-token"
+                && !l.starts_with("mcp-oauth-")
+        }
     }
 }
 
@@ -1027,12 +1042,10 @@ pub async fn delete_expired_items(db: &DB) -> () {
         Err(e) => tracing::error!("Error deleting log file: {:?}", e),
     }
 
-    #[cfg(not(feature = "enterprise"))]
-    let audit_retention_secs = 1 * 60 * 60 * 24 * 14;
-
-    #[cfg(feature = "enterprise")]
-    let audit_retention_secs = 1 * 60 * 60 * 24 * 365;
+    let audit_retention_days = audit_log_retention_days().await;
+    let audit_retention_secs: i64 = audit_retention_days * 60 * 60 * 24;
 
+    // Clean up old (non-partitioned) audit table — will eventually be empty and dropped
     if let Err(e) = sqlx::query_scalar!(
         "DELETE FROM audit WHERE timestamp <= now() - ($1::bigint::text || ' s')::interval",
         audit_retention_secs,
@@ -1040,7 +1053,7 @@ pub async fn delete_expired_items(db: &DB) -> () {
     .fetch_all(db)
     .await
     {
-        tracing::error!("Error deleting audit log on CE: {:?}", e);
+        tracing::error!("Error deleting audit log: {:?}", e);
     }
 
     if let Err(e) = sqlx::query_scalar!(
@@ -1565,6 +1578,22 @@ pub async fn reload_retention_period_setting(conn: &Connection) {
         tracing::error!("Error reloading retention period: {:?}", e)
     }
 }
+
+pub async fn reload_audit_log_retention_days_setting(conn: &Connection) {
+    if let Err(e) = reload_setting(
+        conn,
+        AUDIT_LOG_RETENTION_DAYS_SETTING,
+        "AUDIT_LOG_RETENTION_DAYS",
+        0, // 0 means use default: 365 for EE, 14 for CE
+        AUDIT_LOG_RETENTION_DAYS.clone(),
+        |x| x,
+    )
+    .await
+    {
+        tracing::error!("Error reloading audit log retention days: {:?}", e)
+    }
+}
+
 pub async fn reload_delete_logs_periodically_setting(conn: &Connection) {
     if let Err(e) = reload_setting(
         conn,
@@ -2182,6 +2211,15 @@ pub async fn monitor_db(
         }
     };
 
+    // run every hour (120 iterations * 30s = 3600s)
+    let manage_audit_partitions_f = async {
+        if server_mode && iteration.is_some() && iteration.as_ref().unwrap().should_run(120) {
+            if let Some(db) = conn.as_sql() {
+                manage_audit_partitions(&db, audit_log_retention_days().await).await;
+            }
+        }
+    };
+
     join!(
         expired_items_f,
         zombie_jobs_f,
@@ -2204,6 +2242,7 @@ pub async fn monitor_db(
         native_triggers_sync_f,
         cleanup_notify_events_f,
         check_expiring_tokens_f,
+        manage_audit_partitions_f,
     );
 }
 
@@ -2825,7 +2864,7 @@ async fn handle_zombie_jobs(db: &Pool<Postgres>, base_internal_url: &str, node_n
                 &windmill_queue::MiniCompletedJob::from(job),
                 memory_peak,
                 None,
-                error::Error::ExecutionErr(error_message),
+                error::Error::ExecutionErr(error_message.clone()),
                 matches!(error_kind, ErrorMessage::SameWorker), // unrecoverable if the job is a same worker zombie
                 Some(&same_worker_tx_never_used),
                 "",
@@ -2836,10 +2875,74 @@ async fn handle_zombie_jobs(db: &Pool<Postgres>, base_internal_url: &str, node_n
                 &mut windmill_common::bench::BenchmarkIter::new(),
             )
             .await;
+
+            // If handle_job_error failed (e.g. schedule push failure rolled back the tx),
+            // the job is still in the queue. Force-complete it to prevent infinite zombie loops.
+            if let Err(e) = force_complete_zombie_job(db, &job_id, &error_message).await {
+                tracing::error!("Failed to force-complete zombie job {}: {e:#}", job_id);
+            }
         }
     }
 }
 
+/// Force-complete a zombie job that handle_job_error failed to complete.
+/// This is a minimal fallback: it inserts a failed completed job and deletes
+/// from the queue in a single transaction, without schedule pushing or
+/// error handler logic that could cause the completion to fail.
+async fn force_complete_zombie_job(
+    db: &Pool<Postgres>,
+    job_id: &Uuid,
+    error_message: &str,
+) -> error::Result<()> {
+    let still_queued = sqlx::query_scalar!(
+        "SELECT EXISTS(SELECT 1 FROM v2_job_queue WHERE id = $1)",
+        job_id
+    )
+    .fetch_one(db)
+    .await?
+    .unwrap_or(false);
+
+    if !still_queued {
+        return Ok(());
+    }
+
+    tracing::error!(
+        "Zombie job {job_id} was not completed by handle_job_error, force-completing it"
+    );
+
+    let error_value = serde_json::json!({
+        "message": error_message,
+        "name": "ExecutionErr",
+    });
+
+    let mut tx = db.begin().await?;
+
+    sqlx::query!(
+        "INSERT INTO v2_job_completed
+            (workspace_id, id, started_at, duration_ms, result, memory_peak, status, worker)
+        SELECT q.workspace_id, q.id, q.started_at,
+            COALESCE((EXTRACT('epoch' FROM now()) - EXTRACT('epoch' FROM COALESCE(q.started_at, now()))) * 1000, 0)::bigint,
+            $2::jsonb, r.memory_peak, 'failure'::job_status, q.worker
+        FROM v2_job_queue q
+        LEFT JOIN v2_job_runtime r ON r.id = q.id
+        WHERE q.id = $1
+        ON CONFLICT (id) DO UPDATE SET status = 'failure', result = $2::jsonb",
+        job_id,
+        error_value,
+    )
+    .execute(&mut *tx)
+    .await?;
+
+    sqlx::query!("DELETE FROM v2_job_queue WHERE id = $1", job_id)
+        .execute(&mut *tx)
+        .await?;
+
+    tx.commit().await?;
+
+    tracing::info!("Force-completed zombie job {job_id}");
+    Ok(())
+}
+
 async fn cleanup_concurrency_counters_orphaned_keys(db: &DB) -> error::Result<()> {
     let result = sqlx::query!(
         "
@@ -3368,3 +3471,72 @@ RETURNING job_id
     }
     Ok(())
 }
+
+async fn audit_log_retention_days() -> i64 {
+    let v = *AUDIT_LOG_RETENTION_DAYS.read().await;
+    if v > 0 {
+        v
+    } else if cfg!(feature = "enterprise") {
+        365
+    } else {
+        14
+    }
+}
+
+async fn manage_audit_partitions(db: &DB, retention_days: i64) {
+    let today = chrono::Utc::now().date_naive();
+
+    // Create partitions for today and the next 3 days
+    for days_ahead in 0..=3i64 {
+        let date = today + chrono::Duration::days(days_ahead);
+        let next_date = date + chrono::Duration::days(1);
+        let partition_name = format!("audit_{}", date.format("%Y%m%d"));
+        let quoted_name = format!("\"{}\"", partition_name.replace('"', "\"\""));
+        let sql = format!(
+            "CREATE TABLE IF NOT EXISTS {quoted_name} PARTITION OF audit_partitioned \
+             FOR VALUES FROM ('{date}') TO ('{next_date}')"
+        );
+        if let Err(e) = sqlx::query(&sql).execute(db).await {
+            if !e.to_string().contains("already exists") {
+                tracing::error!("Error creating audit partition {partition_name}: {e:?}");
+            }
+        }
+    }
+
+    // Drop expired partitions
+    let cutoff_date = today - chrono::Duration::days(retention_days);
+
+    let partitions = sqlx::query_scalar::<_, String>(
+        "SELECT c.relname::text \
+         FROM pg_inherits i \
+         JOIN pg_class c ON c.oid = i.inhrelid \
+         WHERE i.inhparent = 'audit_partitioned'::regclass",
+    )
+    .fetch_all(db)
+    .await;
+
+    match partitions {
+        Ok(partitions) => {
+            for partition_name in partitions {
+                if let Some(date_str) = partition_name.strip_prefix("audit_") {
+                    if let Ok(date) = chrono::NaiveDate::parse_from_str(date_str, "%Y%m%d") {
+                        if date < cutoff_date {
+                            let quoted_name =
+                                format!("\"{}\"", partition_name.replace('"', "\"\""));
+                            let sql = format!("DROP TABLE IF EXISTS {quoted_name}");
+                            match sqlx::query(&sql).execute(db).await {
+                                Ok(_) => tracing::info!(
+                                    "Dropped expired audit partition {partition_name}"
+                                ),
+                                Err(e) => tracing::error!(
+                                    "Error dropping audit partition {partition_name}: {e:?}"
+                                ),
+                            }
+                        }
+                    }
+                }
+            }
+        }
+        Err(e) => tracing::error!("Error listing audit partitions: {e:?}"),
+    }
+}

backend/summarized_schema.txt

@@ -109,7 +109,9 @@ job_result_stream_v2: job_id(uuid), workspace_id(text), stream(text), idx(int)
 job_settings: job_id(uuid), runnable_settings(bigint)
 job_stats: workspace_id(char), job_id(uuid), metric_id(char), metric_name(char), metric_kind(metric_kind), scalar_int(int), scalar_float(float), timestamps(ts), timeseries_int(int[]), timeseries_float(float[])
   FK: (workspace_id) -> workspace(id)
-kafka_trigger: path(char), kafka_resource_path(char), topics(char), group_id(char), script_path(char), is_flow(bool), workspace_id(char), edited_by(char), email(char), edited_at(ts), extra_perms(jsonb), server_id(char), last_server_ping(ts), error(text), error_handler_path(char), error_handler_args(jsonb), retry(jsonb), mode(trigger_mode), filters(jsonb[])
+kafka_pending_commits: id(bigint), workspace_id(char), kafka_trigger_path(char), topic(char), partition(int), offset(bigint), created_at(ts)
+  FK: (workspace_id, kafka_trigger_path) -> kafka_trigger(workspace_id, path)
+kafka_trigger: path(char), kafka_resource_path(char), topics(char), group_id(char), script_path(char), is_flow(bool), workspace_id(char), edited_by(char), email(char), edited_at(ts), extra_perms(jsonb), server_id(char), last_server_ping(ts), error(text), error_handler_path(char), error_handler_args(jsonb), retry(jsonb), mode(trigger_mode), filters(jsonb[]), auto_commit(bool)
 log_file: hostname(char), log_ts(ts), ok_lines(bigint), err_lines(bigint), mode(log_mode), worker_group(char), file_path(char), json_fmt(bool)
 magic_link: email(char), token(char), expiration(ts)
 mcp_oauth_client: mcp_server_url(text), client_id(text), client_secret(text), client_secret_expires_at(ts), token_endpoint(text), created_at(ts)

backend/test_wac_e2e.sh

@@ -0,0 +1,157 @@
+#!/usr/bin/env bash
+# E2E test for WAC v2 workflow-as-code suspend/resume lifecycle
+set -euo pipefail
+
+BASE_URL="${BASE_URL:-http://localhost:8070}"
+TOKEN="${WM_TOKEN:-}"
+WORKSPACE="dev"
+TIMEOUT=60  # seconds
+
+# Get auth token if not set
+if [ -z "$TOKEN" ]; then
+    TOKEN=$(curl -s "${BASE_URL}/api/auth/login" \
+        -H "Content-Type: application/json" \
+        -d '{"email":"admin@windmill.dev","password":"changeme"}' | tr -d '"')
+fi
+
+echo "=== WAC v2 E2E Test ==="
+echo "Base URL: $BASE_URL"
+echo ""
+
+WAC_CODE='import { task, workflow } from "windmill-client@1.999.19";
+
+const double = task(async (x: number): Promise<number> => {
+  console.log("[double] START at " + new Date().toISOString());
+  await new Promise(r => setTimeout(r, 2000));
+  console.log("[double] END at " + new Date().toISOString());
+  return x * 2;
+});
+
+const increment = task(async (x: number): Promise<number> => {
+  console.log("[increment] START at " + new Date().toISOString());
+  await new Promise(r => setTimeout(r, 2000));
+  console.log("[increment] END at " + new Date().toISOString());
+  return x + 1;
+});
+
+export const main = workflow(async (x: number = 10) => {
+  const [doubled, incremented] = await Promise.all([
+    double(x),
+    increment(x),
+  ]);
+  const final_result = await double(incremented);
+  return { doubled, incremented, final_result };
+});'
+
+echo "Step 1: Submitting preview job..."
+JOB_ID=$(curl -s "${BASE_URL}/api/w/${WORKSPACE}/jobs/run/preview" \
+    -H "Content-Type: application/json" \
+    -H "Authorization: Bearer $TOKEN" \
+    -d "$(jq -n --arg code "$WAC_CODE" '{
+        content: $code,
+        language: "bun",
+        args: {"x": 10}
+    }')" | tr -d '"')
+
+echo "Job ID: $JOB_ID"
+
+if [ -z "$JOB_ID" ] || [ "$JOB_ID" = "null" ]; then
+    echo "FAIL: Could not create job"
+    exit 1
+fi
+
+echo ""
+echo "Step 2: Polling for completion (timeout: ${TIMEOUT}s)..."
+
+START=$SECONDS
+LAST_STATUS=""
+while true; do
+    ELAPSED=$((SECONDS - START))
+    if [ $ELAPSED -gt $TIMEOUT ]; then
+        echo "FAIL: Timed out after ${TIMEOUT}s"
+        # Dump job state for debugging
+        echo ""
+        echo "=== Debug info ==="
+        echo "Parent job queue state:"
+        source /home/rfiszel/windmill__worktrees/workflows-as-code-v2/.env.local
+        psql "$DATABASE_URL" -c "SELECT id, running, suspend, suspend_until, canceled_by FROM v2_job_queue WHERE id = '$JOB_ID'::uuid" 2>/dev/null
+        echo "Child jobs:"
+        psql "$DATABASE_URL" -c "SELECT id, running, suspend, created_at FROM v2_job_queue WHERE parent_job = '$JOB_ID'::uuid ORDER BY created_at" 2>/dev/null
+        echo "Completed children:"
+        psql "$DATABASE_URL" -c "SELECT id FROM completed_job WHERE parent_job = '$JOB_ID'::uuid" 2>/dev/null
+        echo "Checkpoint:"
+        psql "$DATABASE_URL" -c "SELECT workflow_as_code_status->'_checkpoint' FROM v2_job_status WHERE id = '$JOB_ID'::uuid" 2>/dev/null
+        echo "Total child count:"
+        psql "$DATABASE_URL" -c "SELECT count(*) FROM v2_job WHERE parent_job = '$JOB_ID'::uuid" 2>/dev/null
+        exit 1
+    fi
+
+    # Check completed job
+    RESULT=$(curl -s "${BASE_URL}/api/w/${WORKSPACE}/jobs_u/completed/get_result/${JOB_ID}" \
+        -H "Authorization: Bearer $TOKEN" 2>/dev/null)
+    HTTP_CODE=$(curl -s -o /dev/null -w "%{http_code}" "${BASE_URL}/api/w/${WORKSPACE}/jobs_u/completed/get_result/${JOB_ID}" \
+        -H "Authorization: Bearer $TOKEN" 2>/dev/null)
+
+    if [ "$HTTP_CODE" = "200" ]; then
+        echo "Job completed in ${ELAPSED}s!"
+        echo ""
+        echo "Step 3: Checking result..."
+        echo "Result: $RESULT"
+
+        # Validate
+        DOUBLED=$(echo "$RESULT" | jq -r '.doubled // empty')
+        INCREMENTED=$(echo "$RESULT" | jq -r '.incremented // empty')
+        FINAL=$(echo "$RESULT" | jq -r '.final_result // empty')
+
+        PASS=true
+        if [ "$DOUBLED" != "20" ]; then
+            echo "FAIL: doubled = $DOUBLED, expected 20"
+            PASS=false
+        fi
+        if [ "$INCREMENTED" != "11" ]; then
+            echo "FAIL: incremented = $INCREMENTED, expected 11"
+            PASS=false
+        fi
+        if [ "$FINAL" != "22" ]; then
+            echo "FAIL: final_result = $FINAL, expected 22"
+            PASS=false
+        fi
+
+        if $PASS; then
+            echo "PASS: All values correct!"
+            # Check no excessive child jobs
+            source /home/rfiszel/windmill__worktrees/workflows-as-code-v2/.env.local 2>/dev/null
+            CHILD_COUNT=$(psql -tA "$DATABASE_URL" -c "SELECT count(*) FROM v2_job WHERE parent_job = '$JOB_ID'::uuid" 2>/dev/null)
+            echo "Total child jobs created: $CHILD_COUNT (expected: 3)"
+            if [ "$CHILD_COUNT" -gt "3" ]; then
+                echo "WARN: More children than expected ($CHILD_COUNT > 3)"
+            fi
+            exit 0
+        else
+            exit 1
+        fi
+    fi
+
+    # Show progress
+    STATUS=$(curl -s "${BASE_URL}/api/w/${WORKSPACE}/jobs_u/get/${JOB_ID}" \
+        -H "Authorization: Bearer $TOKEN" 2>/dev/null | jq -r '.type // empty')
+    if [ "$STATUS" != "$LAST_STATUS" ]; then
+        echo "  [${ELAPSED}s] Status: $STATUS"
+        LAST_STATUS="$STATUS"
+    fi
+
+    # Check for runaway child creation
+    source /home/rfiszel/windmill__worktrees/workflows-as-code-v2/.env.local 2>/dev/null
+    CHILD_COUNT=$(psql -tA "$DATABASE_URL" -c "SELECT count(*) FROM v2_job WHERE parent_job = '$JOB_ID'::uuid" 2>/dev/null)
+    if [ "$CHILD_COUNT" -gt "10" ]; then
+        echo "FAIL: Runaway child creation detected! $CHILD_COUNT children (expected 3)"
+        echo ""
+        echo "=== Debug info ==="
+        psql "$DATABASE_URL" -c "SELECT id, running, suspend, suspend_until FROM v2_job_queue WHERE id = '$JOB_ID'::uuid" 2>/dev/null
+        psql "$DATABASE_URL" -c "SELECT id, running, suspend, created_at FROM v2_job_queue WHERE parent_job = '$JOB_ID'::uuid ORDER BY created_at LIMIT 20" 2>/dev/null
+        psql "$DATABASE_URL" -c "SELECT workflow_as_code_status->'_checkpoint' FROM v2_job_status WHERE id = '$JOB_ID'::uuid" 2>/dev/null
+        exit 1
+    fi
+
+    sleep 1
+done

backend/tests/bun_jobs.rs

@@ -888,7 +888,7 @@ mod dedicated_worker_protocol {
 
         if bundle_for_node {
             // For Node.js: bundle to JavaScript first (like production's build_loader with LoaderMode::Node)
-            let wrapper = generate_dedicated_worker_wrapper(arg_names, "./main.js", None);
+            let wrapper = generate_dedicated_worker_wrapper(arg_names, "./main.js", None, None);
             std::fs::write(dir.join("wrapper.mjs"), wrapper).unwrap();
 
             // Use the exact same build_loader function as production
@@ -925,7 +925,7 @@ mod dedicated_worker_protocol {
             output_path
         } else {
             // For Bun: use TypeScript directly (like production)
-            let wrapper = generate_dedicated_worker_wrapper(arg_names, "./main.ts", None);
+            let wrapper = generate_dedicated_worker_wrapper(arg_names, "./main.ts", None, None);
             let wrapper_path = dir.join("wrapper.mjs");
             std::fs::write(&wrapper_path, wrapper).unwrap();
             wrapper_path

backend/tests/fixtures/hello.sql

@@ -30,6 +30,89 @@ export async function main(foo: string, bar: string) {
 '',
 'f/system/hello_with_preprocessor', 123413, 'deno', '');
 
+INSERT INTO public.script(workspace_id, created_by, content, schema, summary, description, path, hash, language, lock) VALUES (
+'test-workspace',
+'system',
+'
+export async function preprocessor(foo: string, bar: string) {
+  return { foo: foo + "_preprocessed", bar: bar + "_preprocessed" };
+}
+
+export async function main(foo: string, bar: string) {
+  return "Hello " + foo + " " + bar;
+}
+',
+'{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"foo":{"default":null,"description":"","originalType":"string","type":"string"},"bar":{"default":null,"description":"","originalType":"string","type":"string"}},"required":["foo","bar"],"type":"object"}',
+'',
+'',
+'f/system/hello_preprocessor_dedicated_bun', 123414, 'bun', E'{}\n//bun.lock\n{}');
+
+INSERT INTO public.script(workspace_id, created_by, content, schema, summary, description, path, hash, language, lock) VALUES (
+'test-workspace',
+'system',
+'
+def preprocessor(foo: str, bar: str):
+    return {"foo": foo + "_preprocessed", "bar": bar + "_preprocessed"}
+
+def main(foo: str, bar: str):
+    return "Hello " + foo + " " + bar
+',
+'{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"foo":{"default":null,"description":"","originalType":"string","type":"string"},"bar":{"default":null,"description":"","originalType":"string","type":"string"}},"required":["foo","bar"],"type":"object"}',
+'',
+'',
+'f/system/hello_preprocessor_dedicated_python', 123415, 'python3', '');
+
+INSERT INTO public.script(workspace_id, created_by, content, schema, summary, description, path, hash, language, lock) VALUES (
+'test-workspace',
+'system',
+'
+export async function preprocessor(foo: string, bar: string) {
+  return { foo: foo + "_preprocessed", bar: bar + "_preprocessed" };
+}
+
+export async function main(foo: string, bar: string) {
+  return "Hello " + foo + " " + bar;
+}
+',
+'{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"foo":{"default":null,"description":"","originalType":"string","type":"string"},"bar":{"default":null,"description":"","originalType":"string","type":"string"}},"required":["foo","bar"],"type":"object"}',
+'',
+'',
+'f/system/hello_preprocessor_dedicated_deno', 123416, 'deno', '');
+
+INSERT INTO public.script(workspace_id, created_by, content, schema, summary, description, path, hash, language, lock) VALUES (
+'test-workspace',
+'system',
+'//native
+export async function preprocessor(foo: string, bar: string) {
+  return { foo: foo + "_preprocessed", bar: bar + "_preprocessed" };
+}
+
+export async function main(foo: string, bar: string) {
+  return "Hello " + foo + " " + bar;
+}
+',
+'{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"foo":{"default":null,"description":"","originalType":"string","type":"string"},"bar":{"default":null,"description":"","originalType":"string","type":"string"}},"required":["foo","bar"],"type":"object"}',
+'',
+'',
+'f/system/hello_preprocessor_bunnative', 123417, 'bunnative', E'{}\n//bun.lock\n{}');
+
+INSERT INTO public.script(workspace_id, created_by, content, schema, summary, description, path, hash, language, lock) VALUES (
+'test-workspace',
+'system',
+'//native
+export async function preprocessor(foo: string, bar: string) {
+  return { foo: foo + "_preprocessed", bar: bar + "_preprocessed" };
+}
+
+export async function main(foo: string, bar: string) {
+  return "Hello " + foo + " " + bar;
+}
+',
+'{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"foo":{"default":null,"description":"","originalType":"string","type":"string"},"bar":{"default":null,"description":"","originalType":"string","type":"string"}},"required":["foo","bar"],"type":"object"}',
+'',
+'',
+'f/system/hello_preprocessor_dedicated_bunnative', 123418, 'bunnative', E'{}\n//bun.lock\n{}');
+
 INSERT INTO public.flow(workspace_id, summary, description, path, versions, schema, value, edited_by) VALUES (
 'test-workspace',
 '',

backend/tests/job_payload.rs

@@ -1,16 +1,16 @@
 mod job_payload {
     use serde_json::json;
     use sqlx::{Pool, Postgres};
+    use windmill_common::flow_status::RestartedFrom;
     use windmill_common::flows::{FlowModule, FlowModuleValue, FlowValue};
     use windmill_common::jobs::JobPayload;
     use windmill_common::scripts::{ScriptHash, ScriptLang};
-    use windmill_common::flow_status::RestartedFrom;
 
-    use windmill_test_utils::*;
     use windmill_common::min_version::{
         MIN_VERSION, MIN_VERSION_IS_AT_LEAST_1_427, MIN_VERSION_IS_AT_LEAST_1_432,
         MIN_VERSION_IS_AT_LEAST_1_440,
     };
+    use windmill_test_utils::*;
 
     pub async fn initialize_tracing() {
         use std::sync::Once;
@@ -305,7 +305,7 @@ mod job_payload {
                 path: "f/system/hello_with_nodes_flow".to_string(),
                 dedicated_worker: None,
                 version: 1443253234253454,
-            debouncing_settings: Default::default(),
+                debouncing_settings: Default::default(),
             })
             .run_until_complete(&db, false, port)
             .await
@@ -768,4 +768,256 @@ mod job_payload {
         .await;
         Ok(())
     }
+
+    #[sqlx::test(fixtures("base", "hello"))]
+    async fn test_dedicated_worker_preprocessor_bun(db: Pool<Postgres>) -> anyhow::Result<()> {
+        initialize_tracing().await;
+        let server = ApiServer::start(db.clone()).await?;
+        let port = server.addr.port();
+
+        let test = || async {
+            let db = &db;
+            let job = RunJob::from(JobPayload::ScriptHash {
+                hash: ScriptHash(123414),
+                path: "f/system/hello_preprocessor_dedicated_bun".to_string(),
+                cache_ttl: None,
+                cache_ignore_s3_path: None,
+                dedicated_worker: None,
+                language: ScriptLang::Bun,
+                priority: None,
+                apply_preprocessor: true,
+                concurrency_settings:
+                    windmill_common::runnable_settings::ConcurrencySettings::default(),
+                debouncing_settings:
+                    windmill_common::runnable_settings::DebouncingSettings::default(),
+            })
+            .arg("foo", json!("hello"))
+            .arg("bar", json!("world"))
+            .run_until_complete_with(db, false, port, |id| async move {
+                let job = sqlx::query!("SELECT preprocessed FROM v2_job WHERE id = $1", id)
+                    .fetch_one(db)
+                    .await
+                    .unwrap();
+                assert_eq!(job.preprocessed, Some(false));
+            })
+            .await;
+
+            let args = job.args.as_ref().unwrap();
+            assert_eq!(args.get("foo"), Some(&json!("hello_preprocessed")));
+            assert_eq!(args.get("bar"), Some(&json!("world_preprocessed")));
+            assert_eq!(
+                job.json_result().unwrap(),
+                json!("Hello hello_preprocessed world_preprocessed")
+            );
+            let job = sqlx::query!("SELECT preprocessed FROM v2_job WHERE id = $1", job.id)
+                .fetch_one(db)
+                .await
+                .unwrap();
+            assert_eq!(job.preprocessed, Some(true));
+        };
+        test_for_versions(VERSION_FLAGS.iter().copied(), test).await;
+        Ok(())
+    }
+
+    #[sqlx::test(fixtures("base", "hello"))]
+    async fn test_dedicated_worker_preprocessor_python(db: Pool<Postgres>) -> anyhow::Result<()> {
+        initialize_tracing().await;
+        let server = ApiServer::start(db.clone()).await?;
+        let port = server.addr.port();
+
+        let test = || async {
+            let db = &db;
+            let job = RunJob::from(JobPayload::ScriptHash {
+                hash: ScriptHash(123415),
+                path: "f/system/hello_preprocessor_dedicated_python".to_string(),
+                cache_ttl: None,
+                cache_ignore_s3_path: None,
+                dedicated_worker: None,
+                language: ScriptLang::Python3,
+                priority: None,
+                apply_preprocessor: true,
+                concurrency_settings:
+                    windmill_common::runnable_settings::ConcurrencySettings::default(),
+                debouncing_settings:
+                    windmill_common::runnable_settings::DebouncingSettings::default(),
+            })
+            .arg("foo", json!("hello"))
+            .arg("bar", json!("world"))
+            .run_until_complete_with(db, false, port, |id| async move {
+                let job = sqlx::query!("SELECT preprocessed FROM v2_job WHERE id = $1", id)
+                    .fetch_one(db)
+                    .await
+                    .unwrap();
+                assert_eq!(job.preprocessed, Some(false));
+            })
+            .await;
+
+            let args = job.args.as_ref().unwrap();
+            assert_eq!(args.get("foo"), Some(&json!("hello_preprocessed")));
+            assert_eq!(args.get("bar"), Some(&json!("world_preprocessed")));
+            assert_eq!(
+                job.json_result().unwrap(),
+                json!("Hello hello_preprocessed world_preprocessed")
+            );
+            let job = sqlx::query!("SELECT preprocessed FROM v2_job WHERE id = $1", job.id)
+                .fetch_one(db)
+                .await
+                .unwrap();
+            assert_eq!(job.preprocessed, Some(true));
+        };
+        test_for_versions(VERSION_FLAGS.iter().copied(), test).await;
+        Ok(())
+    }
+
+    #[sqlx::test(fixtures("base", "hello"))]
+    async fn test_dedicated_worker_preprocessor_deno(db: Pool<Postgres>) -> anyhow::Result<()> {
+        initialize_tracing().await;
+        let server = ApiServer::start(db.clone()).await?;
+        let port = server.addr.port();
+
+        let test = || async {
+            let db = &db;
+            let job = RunJob::from(JobPayload::ScriptHash {
+                hash: ScriptHash(123416),
+                path: "f/system/hello_preprocessor_dedicated_deno".to_string(),
+                cache_ttl: None,
+                cache_ignore_s3_path: None,
+                dedicated_worker: None,
+                language: ScriptLang::Deno,
+                priority: None,
+                apply_preprocessor: true,
+                concurrency_settings:
+                    windmill_common::runnable_settings::ConcurrencySettings::default(),
+                debouncing_settings:
+                    windmill_common::runnable_settings::DebouncingSettings::default(),
+            })
+            .arg("foo", json!("hello"))
+            .arg("bar", json!("world"))
+            .run_until_complete_with(db, false, port, |id| async move {
+                let job = sqlx::query!("SELECT preprocessed FROM v2_job WHERE id = $1", id)
+                    .fetch_one(db)
+                    .await
+                    .unwrap();
+                assert_eq!(job.preprocessed, Some(false));
+            })
+            .await;
+
+            let args = job.args.as_ref().unwrap();
+            assert_eq!(args.get("foo"), Some(&json!("hello_preprocessed")));
+            assert_eq!(args.get("bar"), Some(&json!("world_preprocessed")));
+            assert_eq!(
+                job.json_result().unwrap(),
+                json!("Hello hello_preprocessed world_preprocessed")
+            );
+            let job = sqlx::query!("SELECT preprocessed FROM v2_job WHERE id = $1", job.id)
+                .fetch_one(db)
+                .await
+                .unwrap();
+            assert_eq!(job.preprocessed, Some(true));
+        };
+        test_for_versions(VERSION_FLAGS.iter().copied(), test).await;
+        Ok(())
+    }
+
+    #[sqlx::test(fixtures("base", "hello"))]
+    async fn test_bunnative_preprocessor(db: Pool<Postgres>) -> anyhow::Result<()> {
+        initialize_tracing().await;
+        let server = ApiServer::start(db.clone()).await?;
+        let port = server.addr.port();
+
+        let test = || async {
+            let db = &db;
+            let job = RunJob::from(JobPayload::ScriptHash {
+                hash: ScriptHash(123417),
+                path: "f/system/hello_preprocessor_bunnative".to_string(),
+                cache_ttl: None,
+                cache_ignore_s3_path: None,
+                dedicated_worker: None,
+                language: ScriptLang::Bunnative,
+                priority: None,
+                apply_preprocessor: true,
+                concurrency_settings:
+                    windmill_common::runnable_settings::ConcurrencySettings::default(),
+                debouncing_settings:
+                    windmill_common::runnable_settings::DebouncingSettings::default(),
+            })
+            .arg("foo", json!("hello"))
+            .arg("bar", json!("world"))
+            .run_until_complete_with(db, false, port, |id| async move {
+                let job = sqlx::query!("SELECT preprocessed FROM v2_job WHERE id = $1", id)
+                    .fetch_one(db)
+                    .await
+                    .unwrap();
+                assert_eq!(job.preprocessed, Some(false));
+            })
+            .await;
+
+            let args = job.args.as_ref().unwrap();
+            assert_eq!(args.get("foo"), Some(&json!("hello_preprocessed")));
+            assert_eq!(args.get("bar"), Some(&json!("world_preprocessed")));
+            assert_eq!(
+                job.json_result().unwrap(),
+                json!("Hello hello_preprocessed world_preprocessed")
+            );
+            let job = sqlx::query!("SELECT preprocessed FROM v2_job WHERE id = $1", job.id)
+                .fetch_one(db)
+                .await
+                .unwrap();
+            assert_eq!(job.preprocessed, Some(true));
+        };
+        test_for_versions(VERSION_FLAGS.iter().copied(), test).await;
+        Ok(())
+    }
+
+    #[sqlx::test(fixtures("base", "hello"))]
+    async fn test_dedicated_worker_preprocessor_bunnative(
+        db: Pool<Postgres>,
+    ) -> anyhow::Result<()> {
+        initialize_tracing().await;
+        let server = ApiServer::start(db.clone()).await?;
+        let port = server.addr.port();
+
+        let test = || async {
+            let db = &db;
+            let job = RunJob::from(JobPayload::ScriptHash {
+                hash: ScriptHash(123418),
+                path: "f/system/hello_preprocessor_dedicated_bunnative".to_string(),
+                cache_ttl: None,
+                cache_ignore_s3_path: None,
+                dedicated_worker: None,
+                language: ScriptLang::Bunnative,
+                priority: None,
+                apply_preprocessor: true,
+                concurrency_settings:
+                    windmill_common::runnable_settings::ConcurrencySettings::default(),
+                debouncing_settings:
+                    windmill_common::runnable_settings::DebouncingSettings::default(),
+            })
+            .arg("foo", json!("hello"))
+            .arg("bar", json!("world"))
+            .run_until_complete_with(db, false, port, |id| async move {
+                let job = sqlx::query!("SELECT preprocessed FROM v2_job WHERE id = $1", id)
+                    .fetch_one(db)
+                    .await
+                    .unwrap();
+                assert_eq!(job.preprocessed, Some(false));
+            })
+            .await;
+
+            let args = job.args.as_ref().unwrap();
+            assert_eq!(args.get("foo"), Some(&json!("hello_preprocessed")));
+            assert_eq!(args.get("bar"), Some(&json!("world_preprocessed")));
+            assert_eq!(
+                job.json_result().unwrap(),
+                json!("Hello hello_preprocessed world_preprocessed")
+            );
+            let job = sqlx::query!("SELECT preprocessed FROM v2_job WHERE id = $1", job.id)
+                .fetch_one(db)
+                .await
+                .unwrap();
+            assert_eq!(job.preprocessed, Some(true));
+        };
+        test_for_versions(VERSION_FLAGS.iter().copied(), test).await;
+        Ok(())
+    }
 }