Three Loops, No Ship

📰 Dev.to · Vilius

Learn from a developer's experience of iterating on an auto-fix pipeline and discover the importance of testing and validation in achieving reliability

intermediate Published 25 Jun 2026

Action Steps

Build an auto-fix pipeline using a tool like Jenkins or GitLab CI/CD
Run multiple iterations of the pipeline to test its reliability
Configure validation checks to ensure the pipeline is working as expected
Test the pipeline with different inputs and scenarios to identify potential issues
Apply lessons learned from the iterations to improve the pipeline's reliability

Who Needs to Know This

Developers and DevOps teams can benefit from this article by understanding the challenges of building reliable auto-fix pipelines and the need for thorough testing and validation

Key Insight

💡 Reliability in auto-fix pipelines requires multiple iterations and thorough testing