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Senior Engineer | Building Agentic AI Systems | >13y in Distributed Systems
Kill the agent mid-incident. It resumes the exact step it died on — because its memory lives in CockroachDB, not the process.
The engagement layer missing from every banking app — upload a bank CSV, get a narrated recap video that makes people actually care about their money.
Evidence-grounded release intelligence for GPU & AI infrastructure: cited changes, confidence, severity, and bounded engineering checks.
