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Writing

Notes on building, and on the water.

Short pieces, one idea each. Some about tech, some about life. Filter below.

tech2026-06-13engineeringproduct

Build the demo before you have the keys

A demo that needs a live API key is a demo that will eventually break in front of the wrong person.

tech2026-06-13engineeringevals

An LLM judge needs a chaperone

Asking a model 'is this good?' and trusting the answer is how you ship noise. Pair it with checks it can't fake.

tech2026-06-13productagentssafety

For agents, the safety is the product

Approval gates, audit trails, and rollback aren't friction on top of an agent. For most buyers they're the thing being bought.

life2026-06-10waterteachinglearning

Confidence comes before skill, not after

Teaching kids to swim taught me the order is backwards from what most people assume.

life2026-06-08productcareer

I started with code, I stayed for building

Engineering was the door, not the room.

life2026-06-05teachingleadershipwater

Guiding people through fear, not forcing them

What teaching swimming taught me about leading people.

© 2026 JP · AI Product Manager
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