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Dev.to
Dev.to
7/23/2026
The original title is "CI/CD Pipelines for Growing Products: Fast Releases, Verifiable Recovery"

The original title is "CI/CD Pipelines for Growing Products: Fast Releases, Verifiable Recovery"

Original: CI/CD Pipelines for Growing Products: Fast Releases, Verifiable Recovery

Short summary

A framework for building CI/CD pipelines that reduce uncertainty of change rather than just automating clicks. Advocates building artifacts once and promoting them by digest across environments, applying fast checks early and risk-sensitive checks before exposure. Emphasizes separating deployment from release, rehearsing rollback with database effects, and using short-lived scoped credentials.

  • Build once, promote the exact artifact by digest across all environments
  • Separate deployment from release using feature flags, canaries, and rings
  • Rehearse rollback including schema, queue, and compatibility effects—not just compute

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