Code Review Is Broken - Here's What Elite Teams Do Instead
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Traditional code review processes are fundamentally broken, especially in the age of AI-generated code. The 'LGTM syndrome' — rubber-stamp approvals — creates an illusion of safety rather than real quality. AI coding agents now generate code far faster than humans can meaningfully review it, with AI-generated code producing 1.7x more issues per PR. The solution involves several shifts: keeping PRs small and short-lived, designing architectures for modifiability, replacing the gatekeeper model with a mentoring model, using synchronous collaboration like mob programming, maintaining healthy senior-to-junior ratios (1:2 to 1:4), adopting inner sourcing to prevent knowledge silos, and treating automated testing as a first-class architectural requirement. The goal is building engineers who understand the system deeply enough that reviews become a formality, not a bottleneck.
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