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Send context, a problem statement, or a system worth improving.
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Where to find me
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Useful context
Product systems
Consumer flows, auth, payments, onboarding and product surfaces with real constraints.
Platform leverage
Service boundaries, reliability, observability, infra cost and incident workflows.
AI in production
Agents, evals, RAG, automation and workflow design tied to operational reality.
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Notes from
production.
Occasional letters on AI in production, infra rot, and what eight years taught me about shipping. No spam.
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