#DORA

Articles about DORA — exploring patterns, best practices, and real-world implementations in production systems.

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Pratik Dhanave · ·6 min read

Operating Pipelines and Measuring Delivery

A pipeline isn't a build-it-once artifact; it's a production system that needs operating. It degrades — tests get flaky, builds get slow, rollbacks get rusty — and if you can't measure your delivery, you can't improve it. This closing post is about keeping a pipeline healthy over time and using the DORA metrics to know whether your CI/CD is actually working.

A pipeline isn't a build-it-once artifact; it's a production system that needs operating. It degrades — tests get flaky, builds get slow, rollbacks get rusty — and if you can't measure your delivery, you can't improve it. This closing post covers keeping a pipeline healthy, fast recovery over rare failure, observability, and using the DORA metrics to know whether your CI/CD actually works.

#CI/CD#DevOps#SRE#DORA#Software Delivery#Observability#Testing

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.