The Velocity Crisis - Rethinking Code Review in the Age of Agentic Coding

Short summary

The rise of agentic coding has created a Productivity-Reliability Paradox: while developer output increases 50%, review time surges 91% alongside a 98% increase in merged PRs. The article argues for a shift from line-by-line human review to human-on-the-loop oversight, with automated verification gates and loop engineering. Engineers must evolve from code executors to governors of autonomous systems.

• •Agentic coding creates a Productivity-Reliability Paradox with 91% increase in review time
• •Traditional manual code review is unsustainable at machine-speed code production
• •Engineers shift from in-the-loop reviewers to on-the-loop system governors with automated verification gates

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