* audit_author
* Fix S3 Permissions
* ee
* chore: update ee-repo-ref to e8605e72a6c93c9cf43737ebea74dd28e1f00e83
This commit updates the EE repository reference after PR #381 was merged in windmill-ee-private.
Previous ee-repo-ref: 0c8638d3895a1ead9422fc8e428e3e0405e3a060
New ee-repo-ref: e8605e72a6c93c9cf43737ebea74dd28e1f00e83
Automated by sync-ee-ref workflow.
---------
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* feat: implement quiet mode to filter verbose logs
Add QUIET_MODE environment variable (set to "true" or "1" to enable) that:
- Filters logs with the "windmill_verbose" target via tracing_init
- Increases frequency of periodic logs by 10x when enabled
- Marks per-job worker logs as verbose so they are suppressed in quiet mode
Key changes:
- Add QUIET_MODE lazy_static and VERBOSE_TARGET constant to tracing_init.rs
- Create create_targets_filter() helper that filters windmill_verbose target
- Mark periodic "still running" and "memory snapshot" logs with VERBOSE_TARGET
- Mark per-job "fetched job", "started handling", "job finished" logs as verbose
- Increase memory snapshot interval from every 10 ticks to every 100 ticks in quiet mode
- Increase "still running" log interval from every tick to every 10 ticks in quiet mode
- Add quiet mode notification in job logs
Closes#7477🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* Update tracing_init.rs
* Update worker.rs
* Remove target from tracing info logs
---------
Co-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
Co-authored-by: Ruben Fiszel <ruben@windmill.dev>
* refactor(ai): use responses API for OpenAI/Azure, create 'other' provider for completion endpoint
- Created new 'other.rs' provider using the OpenAI-compatible completion endpoint
- Refactored 'openai.rs' to use the Responses API for both text and image output
- Updated query_builder to route OpenAI/AzureOpenAI to OpenAIQueryBuilder
- All other providers (Mistral, DeepSeek, Groq, etc.) now use OtherQueryBuilder
- Updated OpenRouter to delegate to OtherQueryBuilder instead of OpenAIQueryBuilder
This prepares the codebase for adding websearch tool support using the Responses API.
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* feat(ai): add websearch as AI agent tool type
- Added WebsearchToolValue to ToolValue enum in flows.rs
- Updated all pattern matches to handle websearch tool type
- Added has_websearch parameter to run_agent function
- Websearch tools don't require additional configuration
This prepares the backend for provider-specific websearch implementations.
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* feat(frontend): add websearch as tool option in AI agent UI
- Added WebsearchTool type and utility functions to agentToolUtils.ts
- Added "Web Search" option in tool insertion menu (InsertModuleInner)
- Updated NewAIToolNode to handle pickWebsearchTool event
- Updated AIToolNode to render websearch tools properly
- Updated FlowModuleSchemaMap to create websearch tools
Users can now add websearch tools to AI agents through the UI.
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* feat(ai): implement websearch for OpenAI provider
- Added has_websearch parameter to BuildRequestArgs
- OpenAI provider now adds web_search tool to requests when enabled
- Uses OpenAI Responses API web_search tool type
- Websearch tool is added before other custom tools in the request
Implements websearch functionality for OpenAI and Azure OpenAI providers.
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* feat(ai): implement websearch for Anthropic provider
- Created anthropic.rs provider with native Anthropic API format
- Added web_search tool to Anthropic requests when enabled
- Anthropic uses /messages endpoint with x-api-key authentication
- Updated query_builder to route Anthropic to new provider
Implements websearch functionality for Anthropic Claude models.
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* feat(ai): implement websearch for Gemini/GoogleAI provider
- GoogleAI now uses completion endpoint (other.rs) for text instead of responses API
- Added Google Search grounding when websearch is enabled
- Uses google_search_retrieval tool in request when has_websearch is true
- Updated parse methods to use OtherQueryBuilder for completion endpoint
Implements websearch functionality for Google Gemini models.
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* fix frontend
* fix anthropic and openai
* better for gemini
* structured output
* cleaning
* fix validate tool
* fixes
* cleaning
* cleaning
* fix for openai
* no responses api for azure
* fixes
* fix
* add tests for ai agent
* avoid panic
* better tests
* test user images
* fix tool choice
* always use streaming backend side
* big cleaning
* show annotations plus agent action for open ai websearch use
* show annotations plus agent action for anthropic websearch use
* show annotations plus agent action for google websearch use
* nit forntend
* rm
* fix
* add test for image ouptut
* fix for azure
* add in openflow
* fix
* fix
* nit tests
* fixes
---------
Co-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
Co-authored-by: centdix <farhadg110@gmail.com>
* Fix MS SQL Numeric rounding
* Fix result collection to avoid JSON parsing
* don't reparse json through sqlx, pass raw string to postgres
* Revert "don't reparse json through sqlx, pass raw string to postgres"
This reverts commit 355691fa7d.
* mistake
---------
Co-authored-by: Ruben Fiszel <ruben@windmill.dev>
* data tables settings ui
* install runed
* zod 4 fixes
* use new toJSONSchema
* Migrate ducklake catalogs to more generic custom instance databases
* fix compilation
* Safety conversion for old duckdb ffi
* data tables settings
* ts client basis
* inline run works
* datatables work
* Revert "datatables work"
This reverts commit 6e1588d59e.
* datatables work (without leaking pg credentials)
* println
* separate sqlUtils.ts
* nit
* Separate custom instance db Select and Wizard components
* nit
* nit wording
* add tags to custom instance dbs
* error when trying to use ducklake as datatable or opposite
* show status in dropdown
* data table instance setup works
* sqk function for ducklake
* factorize logic
* fix temp reactivity
* Data table assetexplore
* Migrate S3 permissions to modal
* Revert "Migrate S3 permissions to modal"
This reverts commit 0631d03cb0.
* nit query -> fetch
* Custom instance setup new look
* run_language_executor separate fn
* run_inline param
* nit wording
* Better typed client
* Data tables display as assets in frontend
* asset db icon
* nit
* cleaner errors
* nit
* Fix sed calls in mac
* run_inline_script_preview in python client
* basic python datatable client
* datatable and datalake parser in python
* ducklake client python
* nit fix
* Fix migration producing NULL instead of {} when no custom databases
* merge conflict fail
* python ducklake client arg fix
* parse or infer sql types in ts client
* ts asset parser, detect datatable & ducklake R/W
* fix sql repl for other read ops than select
* export type SqlTemplateFunction
* rename list_custom_instance_pg_databases
* typecheck datatable and ducklake name in Typescript
* Fix typecheck datatable and ducklake in TS
* declare module overriding instead of extending
* infer_sql_type in python client
* SqlQuery object in python
* fix merge conflicts
* update const_format
* CI fix
* factor out to var_identifiers
* sqlx prepare
* unnecessary security (admin is required)
* clearer comment
* ee repo ref
* nit snake case
* claude step 1: detect var declarations
* move detect_sql_access_type to common mod
* claude step 2: detect when saved vars are queried
* Revert "claude step 2: detect when saved vars are queried"
This reverts commit 1e1f930568.
* Revert "claude step 1: detect var declarations"
This reverts commit f866f4819d.
* remove ducklake/datatable and default
* detect data table assigns in var_identifiers
* Python parser successfully infers R/W/RW from ducklake / datatable
* still register ducklake/datatable if not used as unknown R/W
* Go to settings button in Assets Dropdown on not found
* nit
* sqlx prepare fail
* manual fix, somehow sqlx prepare won't do it
* fix frontend ci
* ee repo ref
* ducklake_user doesnt exist in unit tests
* nit fix
* ui nit
* nit
* nit missing clone
* fork ducklakes and datatables
* fix surface hover bug
* stupid mistake
* better deeply reactive mutable derived
* Ducklake picker
* Editor bar data tables
* DuckDB supports datatables
* datatable in duckdb asset parser
* duckdb asset parser var_identifiers
* Revert "duckdb asset parser var_identifiers"
This reverts commit 88068b1a77.
* sqlx prepare
* Box pin in test_workflow_as_code to fix stack overflow
* stash
* sql asset parser parses most s3 literals
* nit
* Detect attach + handle returning RW
* detect assets used with dot notation
* detect implicit access with USE dl; syntax
* Add assets as unknown if var was never used
* Support default ducklake/datatable main in parser
* ignore asset parsing errors in frontend (avoid flow layout shift)
* super weird duplication (merge conflict ?)
* nits
* fix duckdb parser detecting too much as asset when RW ctx is unknown
* fix transparent assets btn
* missing arg
* nit styling
* asset parser specific table parsing
* fix resource specific table parsing
* More concise asset display in flows + better icons
* fix assets page filtering out resources with added table
* Fix frontend to support specific table assets
* Open DB Manager to specific table
* Specific table parser in Python and TS + unit tests
* Fix UPDATE setting access to None
* fix flow edge rendering on top of output picker
* python parser fix var override bug
* add ts test
* fix compilation
* sqlx prepare
* update parsers version
* fix missing schema key onDelete
* Grant permission to create schemas in custom instance databases
* Update pg query to return empty schemas
* Create schema
* Select nits
* support schemas in sql parser
* ts parser handle schema with sql parser result
* detect .schema() syntax
* detect schema syntax in python
* support .schema() in ts and py SDK
* open db manager to specific schema
* support reassignment in ts parser
* nit better unitest
* : syntax in ts
* datatable:schema syntax in python
* fix client py
* nit select dropdown darkmode
* object | null fetchOne
* ts client nits
* parse_sql_client_name fn
* getImportWmillTsStatement refactor in EditorBar
* text to json() in python client
* update parser versions
* pkg lock
* Sql query details in TS asset parser
* code transformation with type parameter in Editor
* Custom Language Worker, code substition works !
* Error marker mapping works
* hover info is correct
* completions work correctly
* other overrides
* type inference kinda works
* Position mapping tests
* refactor prepare_queries
* Refactor PgDatabase to share common code
* Pgdatabase in prepare_queries
* TokioPgConnection refactor
* refactor prepare_queries
* type parameter to sql function
* Fix deadlock
* nit fix
* Fix worker async call freezing because of svelte Proxy
* Force worker to recompute when we set queries
* nit refactor
* nits console logs
* wait that ts worker initialize
* monaco change file version
* update diagnostics
* Refactor for errors
* Show SQL errors in Monaco
* improve sdk
* cleaning refactor + MapResource + usePreparedAssetSqlQueries
* Fixes
* Fix error position mapping
* cache in typescript worker
* fix insert no values
* don't inject type if already present
* Support schema in prepare queries
* update parsers
* ChangeOnDeepInequality
* inferAsset ScriptEditor usage refactor
* sql query typecheck work in flow editor
* Assets and SQL Query check in Raw App Inline Editor
* pkg lock
* Fix DatatableSqlTemplateFunction nit
* prepare query schema nit
* duplicate diagnostics
* nit getScriptVersion mock
* Reprepare queries when switching workspaces
* nit fix
* nit fix
* fetch_one_scalar and execute in python client
* limit pg_connections
* -- prepare flag in postgres
* skip serializing
* fix destructuring undefined
* Prepare queries in workers instead of backend
* nit
* Execute search_path instructions normally
* nit fix
* Fix SET search_path issue in prepare
* only support preparing single-statement queries for now
* update parsers
* safety
* better remove_comments
* Fix getQueryStmtCountHeuristic
* getQueryStmtCountHeuristic tests
* comment out failing tests
* Fix getQueryStmtCountHeuristic impl
* only datatable
* fix(backend): put for loop itered in a separate table
* Update SQLx metadata
---------
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* include instance uid in ee usage
* Update ee-repo-ref.txt
---------
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* data tables settings ui
* install runed
* zod 4 fixes
* use new toJSONSchema
* Migrate ducklake catalogs to more generic custom instance databases
* fix compilation
* Safety conversion for old duckdb ffi
* data tables settings
* ts client basis
* inline run works
* datatables work
* Revert "datatables work"
This reverts commit 6e1588d59e.
* datatables work (without leaking pg credentials)
* println
* separate sqlUtils.ts
* nit
* Separate custom instance db Select and Wizard components
* nit
* nit wording
* add tags to custom instance dbs
* error when trying to use ducklake as datatable or opposite
* show status in dropdown
* data table instance setup works
* sqk function for ducklake
* factorize logic
* fix temp reactivity
* Data table assetexplore
* Migrate S3 permissions to modal
* Revert "Migrate S3 permissions to modal"
This reverts commit 0631d03cb0.
* nit query -> fetch
* Custom instance setup new look
* run_language_executor separate fn
* run_inline param
* nit wording
* Better typed client
* Data tables display as assets in frontend
* asset db icon
* nit
* cleaner errors
* nit
* Fix sed calls in mac
* run_inline_script_preview in python client
* basic python datatable client
* datatable and datalake parser in python
* ducklake client python
* nit fix
* Fix migration producing NULL instead of {} when no custom databases
* merge conflict fail
* python ducklake client arg fix
* parse or infer sql types in ts client
* ts asset parser, detect datatable & ducklake R/W
* fix sql repl for other read ops than select
* export type SqlTemplateFunction
* rename list_custom_instance_pg_databases
* typecheck datatable and ducklake name in Typescript
* Fix typecheck datatable and ducklake in TS
* declare module overriding instead of extending
* infer_sql_type in python client
* SqlQuery object in python
* fix merge conflicts
* update const_format
* CI fix
* factor out to var_identifiers
* sqlx prepare
* unnecessary security (admin is required)
* clearer comment
* ee repo ref
* nit snake case
* claude step 1: detect var declarations
* move detect_sql_access_type to common mod
* claude step 2: detect when saved vars are queried
* Revert "claude step 2: detect when saved vars are queried"
This reverts commit 1e1f930568.
* Revert "claude step 1: detect var declarations"
This reverts commit f866f4819d.
* remove ducklake/datatable and default
* detect data table assigns in var_identifiers
* Python parser successfully infers R/W/RW from ducklake / datatable
* still register ducklake/datatable if not used as unknown R/W
* Go to settings button in Assets Dropdown on not found
* nit
* sqlx prepare fail
* manual fix, somehow sqlx prepare won't do it
* fix frontend ci
* ee repo ref
* ducklake_user doesnt exist in unit tests
* nit fix
* ui nit
* nit
* nit missing clone
* fork ducklakes and datatables
* fix surface hover bug
* stupid mistake
* better deeply reactive mutable derived
* Ducklake picker
* Editor bar data tables
* DuckDB supports datatables
* datatable in duckdb asset parser
* duckdb asset parser var_identifiers
* Revert "duckdb asset parser var_identifiers"
This reverts commit 88068b1a77.
* sqlx prepare
* Box pin in test_workflow_as_code to fix stack overflow
* go to settings button
* ee repo ref
* fix compilation
* wording nit
* fix: configurable timeout for AI requests
Add AI_REQUEST_TIMEOUT_SECONDS environment variable (default 3600s)
to fix timeout issues with slow AI models like self-hosted Ollama.
Previously hardcoded at 300 seconds, causing legitimate long-running
requests to fail.
Fixes#6497
* docs(ai): add critical NGINX configuration warning
Add comprehensive documentation about reverse proxy timeout requirements.
Without proper NGINX/proxy configuration, connections will still timeout
at the proxy layer regardless of backend timeout settings.
Enhanced documentation includes:
- CRITICAL warning about proxy configuration requirement
- Example NGINX configuration snippet
- Explanation of proxy vs backend timeout interaction
This addresses the root cause in issue #6497 where logs showed
"upstream prematurely closed connection" indicating proxy-level timeout.
Part of #6497
* Add note component
* save note size and position
* move add note button up
* nit
* Add markdown support
* wip
* fix add sticky note button
* fix text update
* Add sticky note to saved flow data
* add note color picker
* Introduce node multiselect
* Add group notes
* Adapt layout to group node
* create a note manager class
* clean reactivity
* clean
* improve adaptive layout to group note
* modify layout based on cached text height
* fined grained graph rendering for notes
* separate noteManager into editor and render
* separate noteManager into editor and render
* create a note change observer
* render note node from context
* simplify note state managment
* show note in flow viewer
* clean dirty changes
* clean selection manager
* fix layout check
* improve bg surface select
* Handle z-index for stacked group notes
* clean selection manager
* exclude notes from rect select
* Allow switch between selection modes with keyboard keys
* improve selection box styling
* prevent dragging note when editing
* nit
* Simplify selection using svelte flow built in feature
* handle note selection separately
* Add min size for notes
* improve selection toggle
* improve mode switch
* make size and position optional for group notes
* Improve initial viewport position
* Add context menu for the canevas
* nit
* Add node context menu
* improve note select
* use clickoutside for note deselect
* use pointerdown outside to close context menu
* nit
* fix selection issues
* make edges non selectable
* improve color palette
* fix backend
* fix backend check
* cargo lock restore
* Add toggle to display notes
* fix note selection
* nit
* account for css offset in for loop
* fix multiple selection pannel styling
* clear flow selection when creating note
* Improve placeholder and note default text
* Escape note edit mode when pressing Esc
* Allow note edition in local dev
* clean
* Handle subflow selection
* prevent group note resizing
* nit
* allow notes in flow expand
* Improve multi select panel
* Allow context menu in note mode
* Add event listenner to fix pane click deselect
* prevent zoom in text area in notes
* improve bounding box styling
* Use control for box selection for non mac users
* nit
* clean notes groups
* nit
* use portal for note actions
* handle assets node when computing note layout
* Simplify layout compute for notes
* use smart color choice for notes
* Switch display note when adding a new note
* clean code
* improve group note bound size calculation
* simplify AI tool nodes and asset handling
* nit
* nit
* improve flow centering
* create group note button
* Improve selection of nodes
* Revert "Improve selection of nodes"
This reverts commit d2c40d82b1.
* refert backend changes
* nit
* improve graph selection
* clean
* make backend work except job runs
* fix notSelectable
---------
Co-authored-by: Ruben Fiszel <ruben@windmill.dev>
* backend draft
* fix for tool and streaming
* do frontend side
* working
* working tools
* rm
* handle list endpoint
* handle for ai agents
* fix for models requiring inference id
* cleaning
* fix desc issue
* fix tool usage
* fix structured output
* cleaning
* fix for api
* rm
* fix input images
* cleaning
* chore: use aws sdk (#7156)
* feat(ai): Add AWS SDK dependencies for Bedrock integration
- Add aws-sdk-bedrockruntime v1.113.0
- Add aws-credential-types for bearer token authentication
- Update rustls to v0.23.35 for compatibility
- Dependencies added to windmill-common for AI features
* feat(ai): Add bearer token provider for Bedrock authentication
- Implement BearerTokenProvider using aws_credential_types
- Simple token-based auth using API keys from Windmill resources
- Add basic unit tests for provider creation
- Export bedrock_auth module in lib.rs
* feat(ai): Add Bedrock client wrapper with region extraction
- Implement BedrockClient wrapper around AWS SDK client
- Bearer token authentication integration
- Extract AWS region from Bedrock base URL automatically
- Comprehensive unit tests for region extraction
- Make aws-config non-optional dependency for AI features
- Update feature flags to reflect new dependency structure
* cargo
* feat(ai): Implement non-streaming Bedrock via AWS SDK
Use official AWS SDK instead of manual HTTP requests for better type safety and maintainability. Implements the Bedrock converse() API for non-streaming requests with proper bearer token authentication and message format conversion between OpenAI and Bedrock formats.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* refactor(ai): Eliminate Simple* conversion types for Bedrock SDK
- Move AI types to windmill-common/src/ai_types.rs for shared access
- Update bedrock_converters to work directly with OpenAI types
- Remove ~200 lines of conversion boilerplate from ai_executor.rs and bedrock.rs
- Remove unused imports to clean compilation warnings
- Benefits: 50% fewer conversion steps, no information loss, easier maintenance
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat(ai): Add streaming support for AWS Bedrock SDK
- Implement converse_stream() for Bedrock streaming responses
- Use EventReceiver.recv() to process stream events
- Extract text deltas using bedrock_stream_event_to_text()
- Send TokenDelta events to StreamEventProcessor for real-time updates
- Refactor request building to eliminate duplication between streaming and non-streaming
- Clean, minimal implementation following AWS SDK patterns
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* revert flake change
* fix
* feat(ai): Add tool calls and image support for Bedrock streaming
**Phase 1: Streaming Tool Call Support**
- Add stream event processing functions in bedrock_converters.rs:
- bedrock_stream_event_to_tool_start() - Extract tool use start from ContentBlockStart
- bedrock_stream_event_to_tool_delta() - Extract tool input deltas from ContentBlockDelta
- bedrock_stream_event_is_block_stop() - Detect ContentBlockStop events
- streaming_tool_calls_to_openai() - Convert accumulated tool calls to OpenAI format
- Update ai_executor.rs streaming loop with tool call accumulator (HashMap)
- Track current tool use ID during streaming
- Send ToolCallArguments events to StreamEventProcessor
- Return accumulated tool calls instead of empty vector
**Phase 2: Image Input Support**
- Add parse_image_data_url() to extract format and base64 data from data URLs
- Add content_part_to_block() to convert ContentPart to Bedrock ContentBlock
- Refactor convert_message() to handle multi-part content with images
- Support ImageUrl conversion to Bedrock ImageBlock with proper format (png/jpeg/gif/webp)
- Import AWS SDK image types: ImageBlock, ImageSource, ImageFormat
- Keep content_to_text() helper for system message text extraction
**Benefits**:
- ✅ Tool calling now works in both streaming and non-streaming modes
- ✅ Images are properly converted instead of being silently dropped
- ✅ Structured output works in streaming (uses tool calling)
- ✅ Full feature parity with manual HTTP implementation
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* cleaning
* fix(ai): Add S3 image support and structured output for Bedrock
**Fixes:**
1. **S3 Image Support**: Call prepare_messages_for_api() before Bedrock SDK path to convert S3Objects to ImageUrls
- Downloads images from S3 and encodes as base64 data URLs
- Ensures images are properly handled in both streaming and non-streaming modes
2. **Structured Output**: Add ToolChoice::Any when structured output tool is present
- Forces Bedrock to call the structured_output tool
- Ensures JSON schema compliance for structured output
- Works in both streaming and non-streaming modes
**Changes:**
- ai_executor.rs: Call prepare_messages_for_api() for Bedrock SDK path
- ai_executor.rs: Set tool_choice to Any when structured_output_tool_name is present
- aws_bedrock.rs: Remove unused ToolChoice imports (used via full path in worker)
**Testing:**
- ✅ S3 images are now downloaded and converted before API call
- ✅ Structured output now forces tool usage with ToolChoice::Any
- ✅ Both work in streaming and non-streaming modes
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* cleaning
* cleaning
* cleaning
* better error
* cleaning
* cleaning
* rm
* rename
* apply region
---------
Co-authored-by: Claude <noreply@anthropic.com>
* fix default
* no panic
* no print
* use utils file
* cleaning
---------
Co-authored-by: Claude <noreply@anthropic.com>
