base on An open-source runtime for composable workflows. Great for AI agents and CI/CD. ## What is Dagger? Dagger is an open-source runtime for composable workflows. It's perfect for systems with many moving parts and a strong need for **repeatability**, **modularity**, **observability** and **cross-platform support**. This makes it a great choice for AI agents and CI/CD workflows. <p align="center"><img src="docs/static/img/dagger-factory.jpg" width="75%"></p> ## Key Features - **Containerized Workflow Execution:** Transform code into containerized, composable operations. Build reproducible workflows in any language with custom environments, parallel processing, and seamless chaining. - **Universal Type System:** Mix and match components from any language with type-safe connections. Use the best tools from each ecosystem without translation headaches. - **Automatic Artifact Caching:** Operations produce cacheable, immutable artifacts — even for LLMs and API calls. Your workflows run faster and cost less. - **Built-in Observability:** Full visibility into operations with tracing, logs, and metrics. Debug complex workflows and know exactly what's happening. - **Open Platform:** Works with any compute platform and tech stack — today and tomorrow. Ship faster, experiment freely, and don’t get locked into someone else's choices. - **LLM Augmentation:** Native integration of any LLM that automatically discovers and uses available functions in your workflow. Ship mind-blowing agents in just a few dozen lines of code. - **Interactive Terminal:** Directly interact with your workflow or agents in real-time through your terminal. Prototype, test, debug, and ship even faster. <p align="center"><img src="docs/static/img/da-robots-white-box.svg" width="60%"></a> ## Getting started - [Dagger for AI Agents](https://docs.dagger.io/ai-agents) - [Dagger for CI](https://docs.dagger.io/quickstart) ## Join the community - Join the [Dagger community server](https://discord.gg/NpzVhsGnZu) - Follow us on [Twitter](https://twitter.com/dagger_io) - Check out our [community activities](https://dagger.io/community) - Read more in our [documentation](https://docs.dagger.io) ## Contributing Interested in contributing or building dagger from scratch? See [CONTRIBUTING.md](https://github.com/dagger/dagger/tree/main/CONTRIBUTING.md). ", Assign "at most 3 tags" to the expected json: {"id":"1917","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"