Posts from September 8, 2025

toy valuation vibe coding

How Good Is Our AI-Powered Toy Valuation System, And How Long Would It Take Without AI Coding Tools?

In a traditional setting, a system of this scope, 10,000+ lines of production Python, 5,000 lines of tests, 38 modules, multi-modal AI identification, real-time market[…]


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