https://github.com/dagger/dagger
An open-source runtime for composable workflows. Great for AI agents and CI/CD.
https://github.com/dagger/dagger
agents ai caching ci-cd containers continuous-deployment continuous-integration dag dagger devops docker graphql workflows
Last synced: 12 days ago
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An open-source runtime for composable workflows. Great for AI agents and CI/CD.
- Host: GitHub
- URL: https://github.com/dagger/dagger
- Owner: dagger
- License: apache-2.0
- Created: 2019-11-20T01:31:51.000Z (over 5 years ago)
- Default Branch: main
- Last Pushed: 2025-05-12T17:23:16.000Z (12 days ago)
- Last Synced: 2025-05-12T17:56:54.111Z (12 days ago)
- Topics: agents, ai, caching, ci-cd, containers, continuous-deployment, continuous-integration, dag, dagger, devops, docker, graphql, workflows
- Language: Go
- Homepage: https://dagger.io
- Size: 163 MB
- Stars: 13,696
- Watchers: 259
- Forks: 722
- Open Issues: 741
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: .github/CODEOWNERS
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README
## 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.
## 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.
## 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).