// JOURNAL

Journal

Engineering notes on AI, sovereignty, validation and autonomous systems.

We use AI agents. We don’t do Vibe Coding.

Using agents to write code does not remove engineering; it increases the need for specification, evidence and audit.

Useful autonomy needs evidence, permissions, traceability, separation of roles and the ability to block.

A system is not sovereign if changing provider means rebuilding it or if its data becomes captive.