Mar 21, 10:30 AM PSTPersonal KBfix
AI classification pipeline — tested, learned, pivoted
Built and tested an AI-powered note classification system for 12,700+ personal notes. Quality testing revealed the approach needed a fundamentally different architecture. Killed v1, documented learnings, redesigning v2 with a two-stage approach.
#ai#classification#personal-knowledge3 files+420 lines
Saturday, March 21, 2026 at 5:30 PM UTC
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🔧 Shipped: AI classification pipeline — tested, learned, pivoted 🧵
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Built and tested an AI-powered note classification system for 12,700+ personal notes. Quality testing revealed the approach needed a fundamentally different architecture. Killed v1, documented learnings, redesigning v2 with a two-stage approach.
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Follow the build → build-log-five.vercel.app #ai #classification #personal-knowledge #buildinpublic