What we learn putting AI into real operations — no demos, no promises.
2026-09-11 · 2 min read
The prototype works in the demo and stalls the moment it meets the company's real system. The four places that happens — and what has to exist before the model.
2026-09-10 · 2 min read · Wladmir Bonazza
7,209 calls, 3.8 billion tokens and 529 subagent dispatches — on real code, not a demo. What the agents are actually doing, and the architecture decision behind it.