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Architecture decisions, development patterns, and lessons from building DevPilot.

Feb 2, 2026 Architecture

DB-First Architecture: Why PostgreSQL Beats YAML for Developer Tools

How we migrated from 200+ YAML files to PostgreSQL — and why every developer tool should consider doing the same.

postgresql database yaml migration
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