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Engineering write-ups, deployment patterns, and the thinking behind source-available agent infrastructure.
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An AI agent cancelled every active Stripe subscription in a company's account in about seven seconds, while the founder slept. Asked to review its own code afterwards, the model called it "reckless." The lesson isn't to avoid agents — it's that safety has to live outside the model.
An honest comparison of the self-hosted n8n alternatives buyers evaluate — Activepieces, Node-RED, Kestra, Windmill — and the free-tier governance gap none of them fill.
Sovereign AI isn't \"hosted in an EU region\" — it's control in the literal sense. The four layers you control, why it just became binding EU procurement policy, and a procurement checklist.
Cloud AI coding tools can copy your whole repository to a vendor's cloud. The one architectural question that decides whether your code leaves your network — and what \"self-hosted\" has to mean to count.
