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All articles about Developer Productivity
Codex 0.123 shipped five alpha tags in 18 hours. Learn the cadence signal, readiness matrix, and rollout checklist to upgrade quickly without delivery risk.
45% of AI-generated code contains security vulnerabilities. Vibe coding worked for prototypes, but production needs engineering discipline. Here is a practical framework for when to vibe and when to engineer.
