𝗕𝘂𝗶𝗹𝗱 𝗔 𝗟𝗼𝗰𝗮𝗹 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 𝗦𝘁𝘂𝗱𝗶𝗼
Stop waiting for slow CI pipelines. Build a local automation studio. You get fast feedback on your code changes.
Your studio needs these parts:
- Orchestrator: The brain. It tracks jobs.
- Tasks: Small units. They lint or test code.
- Runners: Engines. They run tasks in isolation.
- Config: YAML files. They define your recipes.
- State store: Local logs and files.
Why go local-first?
- Work without internet.
- Cache results to save time.
- Trust your automation before pushing code.
How to build it:
- Start with a simple Python runner.
- Use YAML to list your tasks.
- Add a CLI to run pipelines.
- Create a cache to avoid repeating work.
Avoid these mistakes:
- Making the first version too complex.
- Using tasks with random results.
- Hiding dependencies in your graph.
Start small. Build a basic MVP. Grow it as your team grows.