Latest Notes

Key Takeaways Automated unit testing has become the main constraint on release speed in 2026,

Key Takeaways PR workflows often block delivery because developers spend significant time fixing CI failures,

Key Takeaways Many teams experience long-running CI/CD pipelines, flaky tests, and slow reviews that delay

Key Takeaways Engineering teams still lose significant time to CI failures, code review delays, and

Key Takeaways Reactive, manual incident response in DevOps inflates MTTR and forces constant context switching

Key Takeaways CI/CD bottlenecks consume significant developer time and slow delivery, especially as AI-generated code

Key takeaways Autonomous agents now move CI/CD workflows beyond manual firefighting, reducing developer time spent

Key Takeaways CI/CD pipelines often slow teams down because of long-running builds, flaky tests, and

Key Takeaways Manual CI and CD pipeline fixes in 2026 still consume a large share