Technical Product Manager · Bay Area

I build platforms where software ships itself — and agents do what headcount used to.

Read my work →Get in touch

Developer toil is a product problem.

Most companies still solve it with people.

I solve it with agents that perceive, reason, and act.

Impact

2.2Mminutes of engineering toil eliminated

4h → 15mCI queue time

126s → 3sfailure detection

320s → 36sroot cause identification

$890Kannual impact from ML in regulated production

Recent Writing

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May 2025

Intent-Driven Development

The next frontier isn't faster autocomplete. It's agents that understand why you're writing code, not just what you're writing.

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Mar 2025

Developer Toil Is a Product Problem

Companies staff engineering teams to manage CI failures, triage incidents, and babysit pipelines. That's headcount solving what agents should own.

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Jan 2025

Why Your Internal Tools Get Ignored

It's not a communication problem. It's a psychology problem. The tools that get adopted are the ones that disappear into workflow.

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At Waters Corporation, I own the agentic developer platform that 100% of global engineering teams ship through. Before that, I shipped 0→1 ML products in regulated production at BD. I was an engineer before I was a PM — that gap is where I work best.

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