CI/CD Pipeline Prompt Template
Design a CI/CD pipeline with build, test, and deployment stages including rollback strategy and environment configuration.
The Prompt
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How to use this template
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Why this prompt works
Specifying pass/fail conditions per stage (not just stage names) forces the AI to design a pipeline that actually gates deployment rather than one that adds delays without adding safety. The secrets vs config distinction prevents the common failure of sensitive values ending up in logs.
Tips for best results
- Add 'each stage should complete in under 5 minutes' to CONSTRAINTS for fast-feedback pipelines — slow CI is the #1 reason developers push directly to main
- The first run of any generated pipeline usually needs minor fixes — add a 'pipeline health check' job that validates the config before adding more stages
- Specify branch protection rules alongside the pipeline — a pipeline is useless if developers can bypass it by pushing directly to main
- Ask the AI to add a 'deploy preview' stage for pull requests if your platform supports it — it dramatically reduces the time to catch UI and integration issues