base on Durable workflow automation in just a few lines of code <div align="center">   [](https://pkg.go.dev/go.autokitteh.dev/autokitteh) [](https://goreportcard.com/report/go.autokitteh.dev/autokitteh) [](https://github.com/autokitteh/autokitteh/commits/main) [](https://github.com/autokitteh/autokitteh/actions) AutoKitteh is a **developer** platform for workflow automation and orchestration. It is an easy-to-use, code-based alternative to no/low-code platforms (such as Zapier, Workato, Make.com, n8n) with unlimited flexibility. **You write in vanilla Python, we make it durable** 🪄 In addition, it is a **durable execution** platform for long-running and reliable workflows. It is based on [Temporal](https://temporal.io/), hiding many of its infrastructure and coding complexities. AutoKitteh can be self-hosted, and has a cloud offering as well. Once installed, AutoKitteh is a scalable "serverless" platform (with batteries included) for DevOps, FinOps, MLOps, SOAR, productivity tasks, critical backend business processes, and more. **Try our [Cloud](https://autokitteh.cloud)!** Explore example automations at [kittehub](https://github.com/autokitteh/kittehub). Join our community: [](https://discord.gg/VMYFq7Trcq) [](https://www.youtube.com/@autokitteh-mo5sb) [](https://www.linkedin.com/company/autokitteh/posts/?feedView=all) </div> ## High-Level Architecture  **Platform:** A scalable server that provides interfaces for building projects (workflows), deploying them, triggering the code with webhooks or schedulers, executing the code as durable workflows, and managing these workflows. **API:** AutoKitteh is an API-first platform. All services are available via gRPC / HTTP. **Built-in integrations:** Slack, GitHub, Twilio, ChatGPT, Gemini, Gmail, Google Calendar, HTTP, gRPC and many more. It's easy to add new integrations. **Supported programming languages:** Python, Starlark (a dialect of Python), and JavaScript (coming soon). [Discover how it works](https://docs.autokitteh.com/how_it_works) (in detail). ## User Interfaces - Command Line Interface - Visual Studio Code Extension - Build and manage workflows  - Web UI  ## Why You Should Give AutoKitteh a Test Drive AutoKitteh provides a full set of advanced engineering features out-of-the-box. You can focus on writing the business logic, we take care of the rest: - Secure, seamless, bidirectional API integrations - User-friendly management, monitoring, and debugging - Standalone and distributed system reliability - Automated recovery without state loss - Built-in durability for long-running workflows - Readiness for world-class scalability needs ## Getting Started See our [quickstart guide](https://docs.autokitteh.com/get_started/quickstart), which covers: - Installation - Starting a self-hosted server - Creating and deploying a project - Resilience demo The open-source AutoKitteh server is used mostly for self-hosted and on-prem installations. Our managed cloud iPaaS offering is currently in beta - for details, contact us at [email protected]. ## Build From Source The following requires [Go version 1.24](https://go.dev/dl/) or greater. ```shell $ git clone https://github.com/autokitteh/autokitteh.git $ cd autokitteh $ make ak $ cp ./bin/ak /usr/local/bin $ ak version ``` ## Build Requirements (_Full_ Builds Only) - buf - docker - go >= 1.24 - golangci-lint (auto-downloaded during builds if missing) - shellcheck (auto-pulled via docker during builds if missing) ## Recommended Dev Tools - gofumpt - gotestsum (used by Makefile instead of "go test" if detected) - jq (for advanced output formatting) - atlasgo (for new DB migrations) - nodejs >= 20 (only if updating the UI) - opa >= 0.70.0 (for checking opa policies) ## Contact Us - [email protected] - https://autokitteh.com - [Discord](https://discord.gg/UhnJuBarZQ) ", Assign "at most 3 tags" to the expected json: {"id":"13586","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"