Dev builds Browser MCP Defense demo with ampcode using Karpathy's tips
HankYeomans · x · 2026-10-04
The author shares a workflow using ampcode: adopting instruction parameters that Karpathy published, he had the AI coding tool build a Browser MCP Defense product demo for him.
The demo was derived from shipped features in the repo and cleaned up for customer consumption — turning actual code capabilities into a presentable product demo fast.
Related event: Dev Builds Browser MCP Defense Demo with ampcode Using Karpathy's Tips(2 posts)→
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