Why I Stopped Writing CI/CD Pipelines from Scratch — And Started Using Proven Patterns
I wasted years reinventing CI/CD wheels — custom bash scripts, Jenkins groovy nightmares, YAML copy-paste. Here are the 5 pipeline patterns I now reuse for every project, tested across Spring Boot, FastAPI, and React.
May 3, 2026