AI Agents That Fix Broken Builds: 2026 Strategic Guide
December 18, 2025
Key Takeaways Modern development teams generate more code than their CI systems can efficiently validate,
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Key Takeaways Modern development teams generate more code than their CI systems can efficiently validate,
Key Takeaways CI/CD failures often stem from misconfigured environments and inconsistent tool versions, which create
Key Takeaways CI issues consume significant engineering time, with many teams losing hours each week
Key Takeaways Version control automation tools fall into two categories: suggestion engines that surface issues
Key Takeaways GitHub Actions failures create costly context switching and toil that reduce effective developer