Writing
Notes on AI/ML product and engineering — agentic systems, evals, and fine-tuning. Subscribe via RSS.
2026
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Self-Improvement in Production Isn't One Flywheel
Recursive self-improvement (RSI) as an operational architecture: one shared skeleton, a family of certified axes (three of them mapped in this series), and, in this first part, the axis I would ship first.
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Productizing Loop Engineering
An enterprise blueprint: an agentic harness that builds your automation, and a Control Plane that proves, deploys, and safeguards it.
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Hello — what I write about here
A quick intro: I write about both AI/ML engineering and AI product management — agents, evals, fine-tuning, and what it takes to ship them.