[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-71862":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":19,"stars90d":16,"forks30d":16,"starsTrendScore":20,"compositeScore":21,"rankGlobal":10,"rankLanguage":10,"license":22,"archived":23,"fork":23,"defaultBranch":24,"hasWiki":23,"hasPages":23,"topics":25,"createdAt":10,"pushedAt":10,"updatedAt":33,"readmeContent":34,"aiSummary":35,"trendingCount":16,"starSnapshotCount":16,"syncStatus":36,"lastSyncTime":37,"discoverSource":38},71862,"windmill","windmill-labs\u002Fwindmill","windmill-labs","Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to Retool and Temporal.","https:\u002F\u002Fwindmill.dev",null,"Rust",16718,987,52,545,0,19,98,260,75,43.98,"Other",false,"main",[26,27,28,29,30,31,32],"low-code","open-source","platform","postgresql","python","self-hostable","typescript","2026-06-12 02:02:55","\u003Cp align=\"center\">\n \u003Ca href=\"https:\u002F\u002Fwww.windmill.dev\u002F\">\u003Cimg src=\".\u002Fimgs\u002Fwindmill-banner.png\" alt=\"windmill.dev\">\u003C\u002Fa>\n\u003C\u002Fp>\n\n\u003Cp align=center>\nOpen-source developer platform for internal code: APIs, background jobs, workflows and UIs. Self-hostable alternative to Retool, Pipedream, Superblocks and a simplified Temporal with autogenerated UIs and custom UIs to trigger workflows and scripts as internal apps.\n\n\u003Cp align=center>\nScripts are turned into sharable UIs automatically, and can be composed together into flows or used into richer apps built with low-code. Supported languages: Python, TypeScript, Go, Bash, SQL, GraphQL, PowerShell, Rust, and more.\n\u003C\u002Fp>\n\n\u003Cp align=\"center\">\n\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fwindmill-labs\u002Fwindmill\u002Fblob\u002Fmain\u002FLICENSE-AGPL\" target=\"_blank\">\n \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FLicense-AGPLv3-blue.svg\" alt=\"Package version\">\n\u003C\u002Fa>\n\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fwindmill-labs\u002Fwindmill\u002Factions\u002Fworkflows\u002Fdocker-image.yml\" target=\"_blank\">\n \u003Cimg src=\"https:\u002F\u002Fgithub.com\u002Fwindmill-labs\u002Fwindmill\u002Factions\u002Fworkflows\u002Fdocker-image.yml\u002Fbadge.svg\" alt=\"Docker Image CI\">\n\u003C\u002Fa>\n\u003Ca href=\"https:\u002F\u002Fpypi.org\u002Fproject\u002Fwmill\" target=\"_blank\">\n \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fpypi\u002Fv\u002Fwmill?color=%2334D058&label=pypi%20package\" alt=\"Package version\">\n\u003C\u002Fa>\n\u003C\u002Fp>\n\n\u003Cp align=\"center\">\n\u003Ca href=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fcommit-activity\u002Fm\u002Fwindmill-labs\u002Fwindmill\" target=\"_blank\">\n \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fcommit-activity\u002Fm\u002Fwindmill-labs\u002Fwindmill\" alt=\"Commit activity\">\n\u003C\u002Fa>\n\u003Ca href=\"https:\u002F\u002Fdiscord.gg\u002FV7PM2YHsPB\" target=\"_blank\">\n \u003Cimg src=\"https:\u002F\u002Fdiscordapp.com\u002Fapi\u002Fguilds\u002F930051556043276338\u002Fwidget.png\" alt=\"Discord Shield\"\u002F>\n\u003C\u002Fa>\n\u003C\u002Fp>\n\n\u003Cp align=\"center\">\n \u003Ca href=\"https:\u002F\u002Fapp.windmill.dev\">Try it\u003C\u002Fa> - \u003Ca href=\"https:\u002F\u002Fwww.windmill.dev\u002F\">Website\u003C\u002Fa> - \u003Ca href=\"https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fintro\u002F\">Docs\u003C\u002Fa> - \u003Ca href=\"https:\u002F\u002Fdiscord.gg\u002FV7PM2YHsPB\">Discord\u003C\u002Fa> - \u003Ca href=\"https:\u002F\u002Fhub.windmill.dev\">Hub\u003C\u002Fa> - \u003Ca href=\"https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fmisc\u002Fcontributing\">Contributor's guide\u003C\u002Fa>\n\u003C\u002Fp>\n\n# Windmill - Developer platform for APIs, background jobs, workflows and UIs\n\nWindmill is fully open-sourced (AGPLv3) and Windmill Labs offers dedicated instances and commercial support and licenses.\n\n![Windmill Diagram](.\u002Fimgs\u002Fstacks.svg)\n\nhttps:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Fd80de1d9-64de-4d89-aacd-6df23fa81fc4\n\n- [Windmill - Developer platform for APIs, background jobs, workflows and UIs](#windmill---developer-platform-for-apis-background-jobs-workflows-and-uis)\n - [Main Concepts](#main-concepts)\n - [Show me some actual script code](#show-me-some-actual-script-code)\n - [Local Development](#local-development)\n - [Stack](#stack)\n - [Fastest Self-Hostable Workflow Engine](#fastest-self-hostable-workflow-engine)\n - [Security](#security)\n - [Performance](#performance)\n - [Architecture](#architecture)\n - [How to self-host](#how-to-self-host)\n - [Docker compose](#docker-compose)\n - [Kubernetes (Helm charts)](#kubernetes-helm-charts)\n - [Cloud providers](#cloud-providers)\n - [OAuth, SSO \\& SMTP](#oauth-sso--smtp)\n - [License](#license)\n - [Integrations](#integrations)\n - [Environment Variables](#environment-variables)\n - [Run a local dev setup](#run-a-local-dev-setup)\n - [Frontend only](#frontend-only)\n - [Backend + Frontend](#backend--frontend)\n - [Contributors](#contributors)\n - [Copyright](#copyright)\n\n## Main Concepts\n\n1. Define a minimal and generic script in Python, TypeScript, Go or Bash that solves a specific task. The code can be defined in the provided Web IDE or synchronized with your own GitHub repo (e.g. through VS Code extension): [provided Web IDE](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fcode_editor) or [synchronized with your own GitHub repo](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fadvanced\u002Fcli\u002Fsync) (e.g. through [VS Code](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fcli_local_dev\u002Fvscode-extension) extension):\n\n![Step 1](.\u002Fimgs\u002Fwindmill-editor.png)\n\n2. Your scripts parameters are automatically parsed and [generate a frontend](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fcore_concepts\u002Fauto_generated_uis).\n\n![Step 2](.\u002Fimgs\u002Fwindmill-run.png)\n\n![Step 3](.\u002Fimgs\u002Fwindmill-result.png)\n\n3. Make it [flow](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fflows\u002Fflow_editor)! You can chain your scripts or scripts made by the community shared on [WindmillHub](https:\u002F\u002Fhub.windmill.dev).\n\n![Step 3](.\u002Fimgs\u002Fwindmill-flow.png)\n\n4. Build [complex UIs](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fapps\u002Fapp_editor) on top of your scripts and flows.\n\n![Step 4](.\u002Fimgs\u002Fwindmill-builder.png)\n\nScripts and flows can be triggered by [schedules](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fcore_concepts\u002Fscheduling), [webhooks](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fcore_concepts\u002Fwebhooks), [HTTP routes](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fcore_concepts\u002Fhttp_routing), [Kafka](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fcore_concepts\u002Fkafka_triggers), [WebSockets](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fcore_concepts\u002Fwebsocket_triggers), [emails](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fcore_concepts\u002Femail_triggers), and more.\n\nBuild your entire infra on top of Windmill!\n\n## Show me some actual script code\n\n```typescript\n\u002F\u002Fimport any dependency from npm\nimport * as wmill from \"windmill-client\";\nimport * as cowsay from \"cowsay@1.5.0\";\n\n\u002F\u002F fill the type, or use the +Resource type to get a type-safe reference to a resource\ntype Postgresql = {\n host: string;\n port: number;\n user: string;\n dbname: string;\n sslmode: string;\n password: string;\n};\n\nexport async function main(\n a: number,\n b: \"my\" | \"enum\",\n c: Postgresql,\n d = \"inferred type string from default arg\",\n e = { nested: \"object\" }\n \u002F\u002Ff: wmill.Base64\n) {\n const email = process.env[\"WM_EMAIL\"];\n \u002F\u002F variables are permissioned and by path\n let variable = await wmill.getVariable(\"f\u002Fcompany-folder\u002Fmy_secret\");\n const lastTimeRun = await wmill.getState();\n \u002F\u002F logs are printed and always inspectable\n console.log(cowsay.say({ text: \"hello \" + email + \" \" + lastTimeRun }));\n await wmill.setState(Date.now());\n\n \u002F\u002F return is serialized as JSON\n return { foo: d, variable };\n}\n```\n\n## Local Development\n\nWindmill supports multiple ways to develop locally and sync with your instance:\n\n| Tool | Description |\n|------|-------------|\n| **[CLI](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fadvanced\u002Fcli)** | Sync scripts from local files or GitHub, run scripts\u002Fflows from the command line |\n| **[VS Code Extension](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fcli_local_dev\u002Fvscode-extension)** | Edit and test scripts & flows directly from VS Code \u002F Cursor with full IDE support |\n| **[Git Sync](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fadvanced\u002Fgit_sync)** | Two-way sync between Windmill and your Git repository |\n| **[Claude Code](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fcore_concepts\u002Fai_generation)** | AI-assisted development with Claude for scripts, flows, and apps |\n\nhttps:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Fc541c326-e9ae-4602-a09a-1989aaded1e9\n\nYou can run scripts locally by passing the right environment variables for the `wmill` client library to fetch resources and variables from your instance. See [local development docs](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fadvanced\u002Flocal_development).\n\n## Stack\n\n- **Database**: Postgres (compatible with Aurora, Cloud SQL, Neon, Azure PostgreSQL)\n- **Backend**: Rust - stateless API servers and workers pulling jobs from a Postgres queue\n- **Frontend**: Svelte 5\n- **Sandboxing**: [nsjail](https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fnsjail) and PID namespace isolation\n- **Runtimes**:\n - TypeScript\u002FJavaScript: Bun (default) and Deno\n - Python: python3 with uv for dependency management\n - Go, Bash, PowerShell, PHP, Rust, C#, Java, Ansible\n\n## Fastest Self-Hostable Workflow Engine\n\nWe have compared Windmill to other self-hostable workflow engines (Airflow,\nPrefect & Temporal) and Windmill is the most performant solution for both\nbenchmarks: one flow composed of 40 lightweight tasks & one flow composed of 10\nlong-running tasks.\n\nAll methodology & results on our\n[Benchmarks](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fmisc\u002Fbenchmarks\u002Fcompetitors#airflow-setup)\npage.\n\n![Fastest workflow engine](.\u002Fimgs\u002Ffastest.png)\n\n## Security\n\n- **Sandboxing**: [nsjail](https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fnsjail) for filesystem\u002Fresource isolation, and PID namespace isolation (enabled by default) to prevent jobs from accessing worker process memory\n- **Secrets**: One encryption key per workspace for credentials stored in Windmill's K\u002FV store. We recommend encrypting the Postgres database as well.\n\nSee [Security documentation](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fadvanced\u002Fsecurity_isolation) for details.\n\n## Performance\n\nOnce a job started, there is no overhead compared to running the same script on\nthe node with its corresponding runner (Deno\u002FGo\u002FPython\u002FBash). The added latency\nfrom a job being pulled from the queue, started, and then having its result sent\nback to the database is ~50ms. A typical lightweight deno job will take around\n100ms total.\n\n## Architecture\n\n\u003Cp align=\"center\">\n\n\u003Cimg src=\".\u002Fimgs\u002Fdiagram.svg\">\n\n\u003C\u002Fp>\n\n## How to self-host\n\nFor detailed setup options, see [Self-Host documentation](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fadvanced\u002Fself_host).\n\n### Docker compose\n\nDeploy Windmill with 3 files ([docker-compose.yml](.\u002Fdocker-compose.yml), [Caddyfile](.\u002FCaddyfile), [.env](.\u002F.env)):\n\n```bash\ncurl https:\u002F\u002Fraw.githubusercontent.com\u002Fwindmill-labs\u002Fwindmill\u002Fmain\u002Fdocker-compose.yml -o docker-compose.yml\ncurl https:\u002F\u002Fraw.githubusercontent.com\u002Fwindmill-labs\u002Fwindmill\u002Fmain\u002FCaddyfile -o Caddyfile\ncurl https:\u002F\u002Fraw.githubusercontent.com\u002Fwindmill-labs\u002Fwindmill\u002Fmain\u002F.env -o .env\n\ndocker compose up -d\n```\n\nGo to http:\u002F\u002Flocalhost - default credentials: `admin@windmill.dev` \u002F `changeme`\n\n**Using an external database**: Set `DATABASE_URL` in `.env` to point to your managed Postgres (AWS RDS, GCP Cloud SQL, Azure, Neon, etc.) and set db replicas to 0.\n\n### Kubernetes (Helm charts)\n\n```bash\nhelm repo add windmill https:\u002F\u002Fwindmill-labs.github.io\u002Fwindmill-helm-charts\u002F\nhelm install windmill-chart windmill\u002Fwindmill --namespace=windmill --create-namespace\n```\n\nSee [windmill-helm-charts](https:\u002F\u002Fgithub.com\u002Fwindmill-labs\u002Fwindmill-helm-charts) for configuration options.\n\n### Cloud providers\n\nWindmill works on AWS (EKS\u002FECS), GCP, Azure, Ubicloud, Fly.io, Render.com, Hetzner, Digital Ocean, and others. Rule of thumb: 1 worker per 1vCPU and 1-2 GB RAM.\n\n### OAuth, SSO & SMTP\n\nConfigure OAuth and SSO (Google Workspace, Microsoft\u002FAzure, Okta) directly from the superadmin UI. [See documentation](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fmisc\u002Fsetup_oauth).\n\n### License\n\nThe Community Edition is free to use internally. For commercial redistribution or managed services, contact \u003Csales@windmill.dev>. See [LICENSE](.\u002FLICENSE) and [Pricing](https:\u002F\u002Fwww.windmill.dev\u002Fpricing) for details.\n\nThe \"Community Edition\" of Windmill available in the docker images hosted under ghcr.io\u002Fwindmill-labs\u002Fwindmill and the github binary releases contains the files under the AGPLv3 and Apache 2 sources but also includes proprietary and non-public code and features which are not open source and under the following terms: Windmill Labs, Inc. grants a right to use all the features of the \"Community Edition\" for free without restrictions other than the limits and quotas set in the software and a right to distribute the community edition as is but not to sell, resell, serve Windmill as a managed service, modify or wrap under any form without an explicit agreement.\n\nThe binary compilable from source code in this repository without the \"enterprise\" feature flag is open-source under the [LICENSE-AGPLv3](https:\u002F\u002Fgithub.com\u002Fwindmill-labs\u002Fwindmill\u002Fblob\u002Fmain\u002FLICENSE-AGPL) License terms and conditions.\n\nTo [re-expose directly any Windmill parts to your users](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fmisc\u002Fwhite_labelling) as a feature of your product, with the exception of iframed public Windmill \"apps\", or to build a feature on top of \"Windmill Community Edition\" that you sell commercially or embed in a distributable product or binary, you must get a commercial license. Contact us at \u003Csales@windmill.dev> if you have any questions. To do the same from the binary compiled from the source code in this repository without the \"enterprise\" feature flag, you must comply with the AGPLv3 license terms and conditions or get a commercial license from Windmill Labs, Inc.\n\nTo use Windmill \"Community Edition\" as is internally in your organization, or to use its APIs as is, you do NOT need a commercial license.\n\n### Integrations\n\nIn Windmill, integrations are referred to as [resources and resource types](https:\u002F\u002Fwww.windmill.dev\u002Fdocs\u002Fcore_concepts\u002Fresources_and_types). Each Resource has a Resource Type that defines the schema that the resource\nneeds to implement.\n\nOn self-hosted instances, you might want to import all the approved resource types from [WindmillHub](https:\u002F\u002Fhub.windmill.dev). A setup script will prompt you to have it being synced automatically everyday.\n\n## Environment Variables\n\n| Environment Variable name | Default | Description | Api Server\u002FWorker\u002FAll |\n| ----------------------------------- | -------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------- |\n| DATABASE_URL | | The Postgres database url. | All |\n| WORKER_GROUP | default | The worker group the worker belongs to and get its configuration pulled from | Worker |\n| MODE | standalone | The mode if the binary. Possible values: standalone, worker, server, agent | All |\n| METRICS_ADDR | None | (ee only) The socket addr at which to expose Prometheus metrics at the \u002Fmetrics path. Set to \"true\" to expose it on port 8001 | All |\n| JSON_FMT | false | Output the logs in json format instead of logfmt | All |\n| BASE_URL | http:\u002F\u002Flocalhost:8000 | The base url that is exposed publicly to access your instance. Is overriden by the instance settings if any. | Server |\n| ZOMBIE_JOB_TIMEOUT | 30 | The timeout after which a job is considered to be zombie if the worker did not send pings about processing the job (every server check for zombie jobs every 30s) | Server |\n| RESTART_ZOMBIE_JOBS | true | If true then a zombie job is restarted (in-place with the same uuid and some logs), if false the zombie job is failed | Server |\n| NATIVE_MODE | false | Enable native mode: sets NUM_WORKERS=8, rejects non-native jobs (nativets, postgresql, mysql, etc.) | Worker |\n| SLEEP_QUEUE | 50 | The number of ms to sleep in between the last check for new jobs in the DB. It is multiplied by NUM_WORKERS such that in average, for one worker instance, there is one pull every SLEEP_QUEUE ms. | Worker |\n| KEEP_JOB_DIR | false | Keep the job directory after the job is done. Useful for debugging. | Worker |\n| LICENSE_KEY (EE only) | None | License key checked at startup for the Enterprise Edition of Windmill | Worker |\n| SLACK_SIGNING_SECRET | None | The signing secret of your Slack app. See [Slack documentation](https:\u002F\u002Fapi.slack.com\u002Fauthentication\u002Fverifying-requests-from-slack) | Server |\n| COOKIE_DOMAIN | None | The domain of the cookie. If not set, the cookie will be set by the browser based on the full origin | Server |\n| DENO_PATH | \u002Fusr\u002Fbin\u002Fdeno | The path to the deno binary. | Worker |\n| PYTHON_PATH | | The path to the python binary if wanting to not have it managed by uv. | Worker |\n| GO_PATH | \u002Fusr\u002Fbin\u002Fgo | The path to the go binary. | Worker |\n| GOPRIVATE | | The GOPRIVATE env variable to use private go modules | Worker |\n| GOPROXY | | The GOPROXY env variable to use | Worker |\n| NETRC | | The netrc content to use a private go registry | Worker |\n| PY_CONCURRENT_DOWNLOADS | 20 | Sets the maximum number of in-flight concurrent python downloads that windmill will perform at any given time. | Worker |\n| PATH | None | The path environment variable, usually inherited | Worker |\n| HOME | None | The home directory to use for Go and Bash , usually inherited | Worker |\n| DATABASE_CONNECTIONS | 50 (Server)\u002F3 (Worker) | The max number of connections in the database connection pool | All |\n| SUPERADMIN_SECRET | None | A token that would let the caller act as a virtual superadmin superadmin@windmill.dev | Server |\n| TIMEOUT_WAIT_RESULT | 20 | The number of seconds to wait before timeout on the 'run_wait_result' endpoint | Worker |\n| QUEUE_LIMIT_WAIT_RESULT | None | The number of max jobs in the queue before rejecting immediately the request in 'run_wait_result' endpoint. Takes precedence on the query arg. If none is specified, there are no limit. | Worker |\n| DENO_AUTH_TOKENS | None | Custom DENO_AUTH_TOKENS to pass to worker to allow the use of private modules | Worker |\n| DISABLE_RESPONSE_LOGS | false | Disable response logs | Server |\n| CREATE_WORKSPACE_REQUIRE_SUPERADMIN | true | If true, only superadmins can create new workspaces | Server |\n| MIN_FREE_DISK_SPACE_MB | 15000 | Minimum amount of free space on worker. Sends critical alert if worker has less free space. | Worker |\n| RUN_UPDATE_CA_CERTIFICATE_AT_START | false | If true, runs CA certificate update command at startup before other initialization | All |\n| RUN_UPDATE_CA_CERTIFICATE_PATH | \u002Fusr\u002Fsbin\u002Fupdate-ca-certificates | Path to the CA certificate update command\u002Fscript to run when RUN_UPDATE_CA_CERTIFICATE_AT_START is true | All |\n\n## Run a local dev setup\n\nWe recommend using [Nix](.\u002Ffrontend\u002FREADME_DEV.md#nix). See [.\u002Ffrontend\u002FREADME_DEV.md](.\u002Ffrontend\u002FREADME_DEV.md) for all options.\n\n### Frontend only\n\nUses the backend of \u003Chttps:\u002F\u002Fapp.windmill.dev> with local frontend (hot-reload):\n\n```bash\ncd frontend\nnpm install\nnpm run generate-backend-client # or generate-backend-client-mac on Mac\nnpm run dev\n```\n\nWindmill available at `http:\u002F\u002Flocalhost\u002F`\n\n### Backend + Frontend\n\nSee the [.\u002Ffrontend\u002FREADME_DEV.md](.\u002Ffrontend\u002FREADME_DEV.md) file for all\nrunning options.\n\n1. Start a local Postgres database using for instance the `start-dev-db.sh` script which will make a database available at `postgres:\u002F\u002Fpostgres:changeme@localhost:5432\u002Fwindmill`\n Then run the migrations using the following command:\n ```\n cargo install sqlx-cli\n env DATABASE_URL=\u003CYOUR_DATABASE_URL> sqlx migrate run\n ```\n This will also avoid compile time issue with sqlx's `query!` macro.\n2. (optional, linux only) Install [nsjail](https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fnsjail) and have it accessible in\n your PATH\n3. Install bun, deno and python3 (+ any languages you want to use), have the bins at `\u002Fusr\u002Fbin\u002Fbun`,`\u002Fusr\u002Fbin\u002Fdeno`, and\n `\u002Fusr\u002Flocal\u002Fbin\u002Fpython3` or set the corresponding environment variables.\n4. (optional) Install the [lld linker](https:\u002F\u002Flld.llvm.org\u002F)\n5. Go to `frontend\u002F`:\n 1. `npm install`, `npm run generate-backend-client` then `REMOTE=http:\u002F\u002Flocalhost:8000 npm run dev`\n 2. You might need to set some extra heap space for the node runtime\n `export NODE_OPTIONS=\"--max-old-space-size=4096\"`\n 3. Create an empty `frontend\u002Fbuild` folder using `mkdir frontend\u002Fbuild`\n6. Go to `backend\u002F`:\n 1. `env DATABASE_URL=\u003CYOUR_DATABASE_URL> RUST_LOG=info cargo run`\n 2. You can specify any feature flag you want to enable, for example `cargo run --features python` to enable the python executor.\n7. Windmill should be available at `http:\u002F\u002Flocalhost:3000`\n\n## Contributors\n\n\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fwindmill-labs\u002Fwindmill\u002Fgraphs\u002Fcontributors\">\n \u003Cimg src=\"https:\u002F\u002Fcontrib.rocks\u002Fimage?repo=windmill-labs\u002Fwindmill\" \u002F>\n\u003C\u002Fa>\n\n## Copyright\n\n© 2023-2026 Windmill Labs, Inc.\n","Windmill 是一个开源的开发者平台，用于构建和管理内部基础设施，将脚本转换为Webhooks、工作流和用户界面。其核心功能包括快速的工作流引擎（比Airflow快13倍）、支持多种编程语言（如Python、TypeScript等）以及自动将脚本转换为可共享的UI。此外，Windmill还提供了低代码开发能力，允许用户轻松地组合脚本并创建更复杂的应用程序。该平台非常适合需要高效管理和执行自动化任务的企业内部使用场景，尤其是对于那些希望拥有自托管解决方案来替代Retool或Temporal的团队来说尤为适用。",2,"2026-06-11 03:38:58","high_star"]