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Building with AI in public - experiments, systems, failures, and reflections along the way.

Engineering9 min read

I Accidentally Built an AI Feedback Loop While Vibe Coding

What started as a frustrating frontend bug turned into an unexpected AI workflow: using Perplexity’s Comet browser to analyze my live app and feeding that report into GitHub Copilot to create a self-improving loop.

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#Vibe Coding#AI Tools#Copilot#Perplexity#Developer Workflow