Building safely with AI.

Plain-language writing on shipping AI-built software you can rely on — coherence, security, and keeping things from drifting.

Guides & articles

Coming soon

From vibe coding to production

How AI-built prototypes become software real users can rely on.

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Coming soon

Securing a Supabase app

Row-level security, exposed keys, and the access gaps that bite.

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Coming soon

Keeping AI-built software true to intent

What drift is, why it happens, and how to catch it early.

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Coming soon

No-silo automation

Connecting tools and teams so the operation stays coherent.

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From reading to knowing.

Wondering where your own app really stands? Start with an audit.