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Engineering Insights

How to Kill the Code Review — Ankit Jain, Aviator

AI Engineer · Aug 17, 2026 · Engineering Insights

AI-generated code volume has made traditional code review obsolete and actively harmful as a bottleneck.

“When AI write the code and AI review the code, why are we doing it in a UI?”

Ankit Jain of Aviator argues that AI-driven code generation has broken the traditional code review model, citing 861% code churn, 4x longer review wait times, and 30% of PRs merging without any review. He proposes replacing line-by-line review with a trust-based verification model. The insight that AI writing and reviewing code makes the human UI-based review loop vestigial is a sharp signal for how agentic development workflows will reshape engineering culture.

code-review ai-coding developer-productivity agentic-workflows software-engineering

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