Now
Updated July 2026 · the idea comes from Derek Sivers
Production AI at Atlax360
Keeping three systems reliable for financial operations: document intelligence, collection workflow automation, and an internal assistant used by support, sales, and product teams. The daily work is retrieval quality, evals, latency budgets, and human-review states.
Building nahuali in public
A memory and evidence system for long-running AI work: trust verdicts on every recall, provenance, and a tamper-evident ledger. My own agents are its first users.
Writing field notes
Current drafts cover retrieval eval batteries in production and why agent memory needs a chain of custody.