Hard-won lessons from shipping production AI, fintech and platform software. Long-form, no filler.
Why double-entry, immutability and idempotency matter — and the data model that actually scales to 12K TPS.
What changes when you move from Node SSR to edge — caching, streaming and the gotchas nobody warns you about.
Tokens, primitives, layered components — and the governance model that keeps it from rotting.
How we re-architected requests, limits and node pools to cut a client’s cloud bill by 60% without performance loss.
You can’t ship what you can’t measure. Inside the open-source eval framework we use on every AI engagement.
Tell us about your idea. A senior partner replies inside one business day with a sharp first take, a realistic plan and a price.