The Human Is Not the Bottleneck. The Human Is the Missing Oracle

Short summary

Faros AI telemetry across 22,000 developers shows AI adoption boosts task completion 34% but also increases bugs 54%, incidents per PR 243%, and median review time 5x. The author argues humans were never the bottleneck but the missing oracle for maintainability and design judgment. An Anthropic trial found AI-assisted developers scored 50% on comprehension vs 67% for manual coders. The author proposes a human-centric harness with mechanical gates, diff budgets, and early review checkpoints.

• •AI adoption increases throughput but also bugs (+54%), incidents (+243%), and review time (5x)
• •Humans are the missing oracle for maintainability, not a bottleneck to remove
• •Proposed harness uses diff budgets, mechanical gates, and early human review to preserve judgment

Generated with AI, which can make mistakes.