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A small, very flexible, powerful CI system. Works offline and is configured in Python.

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Jaypore CI. Minimal offline CI system

by theSage·Feb 28, 2026·1 point·0 comments

AI Analysis

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Offline, language-agnostic CI in a single binary, but Drone, Woodpecker, and act already exist.

Strengths
  • Genuine architectural insight: storing CI artifacts as git refs is elegant and decouples from external storage
  • Single static binary with zero dependencies enables true offline operation and easy local debugging
  • Language-agnostic pipeline design (bash, Python, Go, Julia, Haskell) is more flexible than YAML-first tools
Weaknesses
  • Competes directly with Drone and Woodpecker in crowded CI space; no clear differentiation for teams that already work with Docker/containers
  • Documentation is thin and examples are 'coming soon'—early-stage product competing against production-ready tools
Target Audience

Solo developers, small teams, local CI debugging, projects needing offline-first CI

Similar To

Drone · Woodpecker · act

Post Description

Hi!

I posted this a long time back. There have been major changes so posting it again.

- Jaypore CI (JCI) is a very minimal CI system. It's installed as a single binary on your $PATH.

- Runs on your laptop enabling offline running and local debugging of CI.

- Artifacts / results are stored in git namespaces. You can push/pull these to/from remotes.

- A web server is there to browse CI results.

- A cron capability to run midnight builds / artifact cleanup / auto-publish sites and packages.

- Pipelines can be written in any language you want. Bash / Python / Golang / Julia / Haskell.

- Pipelines can have anything you desire! Matrix builds, build farms via ssh, ephemeral farms for model training, conditional dependencies.. so much more!

There are a lot more things planned! Do take a look and see if something catches your eye. We'll be rapidly adding examples to showcase common patterns over the coming week or so, so please star the github repo to get an update when that happens.

Repo: https://github.com/theSage21/jaypore_ci

Site: https://www.jayporeci.in

Old post: https://news.ycombinator.com/item?id=33840449

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