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AI Socratic
Telemetry behind the vibe

Faros Research's Acceleration Whiplash report tracked 22,000 developers to show what happens when agents flood codebases—median code review times skyrocketed 441.5% as senior engineers were buried unravelling plausible-looking flaws, while quarterly code churn spiked 861% and production incidents-to-PR ratios more than tripled (+242.7%). High throughput, hollow velocity.

Sources: Faros Research