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How to Keep AI Coding Agents from Hallucinating: A Guide to Harness Engineering
Why generic prompts fail and how a structured repository 'harness'—inspired by Andrej Karpathy's coding practices—can push coding agent accuracy to new levels.
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AWS Agent Toolkit: Stop Your Coding Agent Hallucinating APIs
AI coding agent hallucinates AWS APIs because it's guessing from training data frozen in the...
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How to Keep AI Coding Agents from Hallucinating: A Guide to Harness Engineering
Why generic prompts fail and how a structured repository 'harness'—inspired by Andrej Karpathy's coding practices—can push coding agent accuracy to new levels.
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LocalityLens: Why Your AI Coding Agent Gets Lost in Your Codebase
You watch Claude Code analyze your repository. Files flash by. Symbols get resolved. It's...
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AI doesn't write bad code. It writes plausible code — so I tried to break my own AI-built app
A real experiment: I had Claude Code build a Cloudflare app, then made the mistake agents make every day — and watched a contract check catch it by name. Plus the transferable…