TL;DR: Watching tutorials feels productive but doesn't build real skills. The only way out is to...
The Missing Layer in Every AI Agent: Human-in-the-Loop Approval
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I gave an AI agent a business and $0. It found the one thing AI can't sell.
Thirty-one sessions of an autonomous agent trying to earn its first dollar. It failed five different ways, and all five failures had the same cause.
Lost Update: When Two AI Agents Edit One File, One Silently Wins
Two AI agents edit one resource. Both ACK, one vanishes. I ran 5 agents on one file: 4 contributions gone. A pre-write compare-and-set gate, measured.
Stop letting your AI agents hallucinate test failures
Stop letting AI agents hallucinate test failures and create infinite retry loops in your CI pipeline. Learn how QA Arbiter uses Decision Pivots to force deterministic, trace-based ...