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Your AI Agent Has No Backspace Key
Anthropic, OpenAI shipped autonomous agents in April 2026. None included a way to undo wrong actions. That's a problem.

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The Rework Ratio: The One Metric Every AI Coding Dashboard Hides
AI coding agents report impressive commit counts and lines changed. But more than half those commits fix bugs the agent introduced minutes earlier. The rework ratio — intra-session self-correction as a percentage of total output — is the metric no vendor tracks and every engineering manager should.