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Open-source and self-hostable alternative to Airplane, Pipedream, Superblocks and a simplified Temporal with autogenerated UIs to trigger flows and scripts as internal apps. Convert code to no-code modules and, if the auto-generated UI is not sufficient, use it solely as an highly scalable backend layer. Add automation to your product or build your own no-code tool and delegate the core layer to Windmill. The script languages supported are: Python, Typescript and Go. .
--- **Join the beta (personal workspaces are free forever)**:Disclaimer: Windmill is in BETA. It is secure to run in production but we are still improving the product fast.
 Windmill is fully open-sourced: - `community/`, `python-client/` and `deno-client/` are Apache 2.0 - backend, frontend and everything else under AGPLv3. ## What is the general idea behind Windmill 1. Define a minimal and generic script in Python, Typescript or Go that solves a specific task. Here sending an email with SMTP. The code can be defined in the provided Web IDE or synchronized with your own github repo:  2. Your scripts parameters are automatically parsed and generate a frontend. You can narrow down the types during task definition to specify regex for string, an enum or a specific format for objects. Each script correspond to an app by itself:  3. Make it flow! You can chain your scripts or scripts made by the community shared on [WindmillHub](https://hub.windmill.dev). There is tight integration between Windmill and the hub to make it easy to build flows from a soon-to-be exhaustive library of generic modules. In flows, one can pipe output to input using "Dynamic" expressions that are just plain Javascript underneath. Flows can contain for-loops, branching (coming soon). As such and coupled with inputs being able to refer to any step's output, they are actual DAG rather than just linear sequences. They are backed by an open JSON spec we call [OpenFlow](https://docs.windmill.dev/docs/openflow)  Both scripts and flows are not restricted to be triggered by the UI. They can be triggered by a schedule, watch for changes (using [internal states](https://docs.windmill.dev/docs/reference#internal-state)) or triggered through API with either an async or sync webhook. The latter kind of endpoints make Windmill akin to a self-hostable AWS Lambda. Windmill can be the central place to host, build and run all of your integrations, automation and internal apps. We include credentials management and OAuth integration, groups and much more! ## Layout - `backend/`: The whole Rust backend - `frontend`: The whole Svelte frontend - `community/`: Scripts and resource types included in every workspace. It is useful for Python scripts since the [WindmillHub](https://hub.windmill.dev) only allow deno scripts and for sharing resource types that will be included in every workspace. - `lsp/`: The lsp asssistant for the monaco editor - `nsjail/`: The nsjail configuration files for sandboxing of the scripts' execution - `python-client/`: The wmill python client used within scripts to interact with the windmill platform - `deno-client/`: The wmill deno client used within scripts to interact with the windmill platform ## Stack - Postgres as the database - backend in Rust with the following highly-available and horizontally scalable architecture: - stateless API backend - workers that pull jobs from a queue in Postgres (and later, Kafka or Redis. Upvote [#173](#https://github.com/windmill-labs/windmill/issues/173) if interested ) - frontend in Svelte - scripts executions are sandboxed using google's [nsjail](https://github.com/google/nsjail) - javascript runtime is the [deno_core rust library](https://denolib.gitbook.io/guide/) (which itself uses the [rusty_v8](https://github.com/denoland/rusty_v8) and hence V8 underneath) - typescript runtime is deno - python runtime is python3 ## Security ### Sandboxing and workload isolation Windmill uses [nsjail](https://github.com/google/nsjail) on top of the deno sandboxing. It is production multi-tenant grade secure. Do not take our word for it, take [fly.io's one](https://fly.io/blog/sandboxing-and-workload-isolation/) ### Secrets, credentials and sensitive values There is one encryption key per workspace to encrypt the credentials and secrets stored in Windmill's K/V store. In addition, we strongly recommend that you encrypt the whole Postgres database. That is what we do at
### Big-picture Architecture
### Technical Architecture