Latest Notes

Key Takeaways CI has become a primary delivery bottleneck in 2026 as AI-assisted coding increases

Key Takeaways Slow responses to CI build failures in GitHub automation drain engineering time, increase

Key Takeaways Manual handling of CI failures and review feedback creates frequent context switching, which

Key Takeaways Merge conflicts appear in a significant share of Git-based merges and create costly

Key Takeaways Manual CI and code review workflows consume a large share of engineering time,

Key Takeaways Engineering leaders now choose between legacy CI tools, modern managed platforms, and emerging

Key Takeaways Traditional enterprise GitHub automation often leaves teams reacting to CI failures and flaky

Key Takeaways CI failures and manual code review cycles absorb large amounts of engineering time

Key Takeaways CI failures and slow code reviews in GitHub can consume thousands of developer