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
Current focus: public notes and repo work around provenance, recall trust labels, and tamper evidence for long-running AI work.
Writing field notes
The newest note covers why agent memory needs a chain of custody. The next draft is about retrieval eval batteries in production.