Insights on AI, software development, and building better digital products
AI-assisted projects turn to slop when there's no foundation. Lock two files โ a plain-English object definition and a derived data model โ and AI has to build on rock instead of shifting sand.

We broke AI agents into domain-specific subagents with explicit ownership of routes, types, and business rules. The codebase got better overnight.

It all starts at the smallest atomic level, which is your database fields. In order to build great software, you need to know the smallest details to include architecture, fields types, and field restrictions on a single data point.
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