Scalable CI/CD Infrastructure with Autonomous AI Fixes
December 8, 2025
CI/CD pipelines often slow down developer work and increase costs due to frequent failures and
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CI/CD pipelines often slow down developer work and increase costs due to frequent failures and
Key Takeaways Context switching significantly harms developer focus, and regaining full concentration takes more than
Key Takeaways Developer flow, or “vibe coding,” is a state of deep focus that improves
Key Takeaways Developer flow breaks quickly when CI feedback arrives late, and repeated context switching
Key Takeaways Deep work for developers depends on uninterrupted blocks of 40–60 minutes or more,
Key Takeaways Protected deep work time increases perceived productivity by about 50 percent and supports