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From prototype to PRD: how non-technical builders make engineering faster

The best feature request isn't a ticket — it's a working prototype with a spec attached.

July 3, 2026

Why most AI pilots fail (and what the successful ones do differently)

Failed AI initiatives share three missing pieces: a path to production, governance IT can accept, and cost accounting. Here's the pattern.

July 3, 2026

You own the code: what a Couldi export looks like

A walk through the export: standard code, the deploy files we actually use, and the spec that explains it.

July 3, 2026

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