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Your engineering bottleneck has shifted from writing code to verifying it
◆ 85RelevanceOn a story from The New Stack1mo ago
AI tools make generating code nearly free, but the cost of verification is skyrocketing as human review fails to scale. You must prioritize building autonomous testing infrastructure now or risk your development velocity being buried under unverified technical debt.
Takeaways
- Commit volume is outstripping human capacity for code review and testing.
- Legacy CI/CD pipelines cannot handle machine-paced code generation throughput.
- Shift engineering focus from code production to autonomous verification systems.
Read the original at thenewstack.io
Commits on GitHub have doubled in four months. Verification capacity has not.
fmode.me/n/commits-on-github-have-doubled-in-four-months-verification-capacity-has-not
Written by Founder Mode using gemini-3-flash-preview, from the publisher's own summary. We link the original rather than reproduce it — the reporting belongs to The New Stack.
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