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Every ten years the layer where you get tested moves up. CRUD apps used to be enough. Now the artifact is free and the proof is an operating product — and the data says almost nobody is doing it.

Switching from Claude Code to Codex taught me I didn't actually own my agent memory. Same context, four files, drift from day one. So I built one markdown vault that exports to any agent format.