Senior product leader building AI-native products in fintech. Currently leading BOSS Money at IDT and writing about agentic systems, AI in regulated industries, and AI-native product development.
Recent Writing
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How I built layered monitoring with statistical detection and LLM agents
Why LLM agents work best as the top layer of a multi-tier monitoring system, catching what statistics and thresholds miss: fraud, slow degradation, and multi-factor outages buried in aggregate traffic.
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I built an AI agent that sends my team a daily briefing
An LLM agent that pulls from Slack, Jira, and GitHub every morning, filters noise, and delivers a digest of what the team needs to act on. How it works, what it catches, and what it gets wrong.
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Three people, ten AI agents, one enterprise fintech app
What happens when a PM, a designer, and an engineer all vibe-code the same production app. The team model, the guardrails, and what broke.