Engineering notes
Every post here is about a system that is live and public, so you can open it and check the claims. No trend pieces, no predictions.
25 September 2026 · 9 min read
When the document you are analysing is itself the confidential asset, the usual architecture is unavailable. Notes from building Sovereign — self-hosted inference on AMD Instinct, and why we made citation a structural constraint rather than a prompt instruction.
25 September 2026 · 8 min read
One AI tool is a weekend project. Thirty-three behind a single account, quota and billing state is a platform problem — and the platform is the part that decides whether it feels like one product or thirty-three stapled together.
Thirty minutes with an engineer who has done the work. You get a view on approach whether or not you hire us.