Thoughts.

Notes on building products, understanding systems, and whatever is currently taking up too much space in my head.

Why We’re Starting to Need Personal Agents

Starting with Muse, a reflection on how personal agents could take everyday tasks off our hands—and what subscriptions, transaction fees, and user trust mean for their business models.

AI / product / personal agent

After Jev Went Viral, I Started Rethinking AI’s Place in Software

Jev’s sudden popularity made me rethink where AI belongs in software. From Qwen experiments on X to RLCD, I care about three questions: how answers are constrained, how computation gets faster, and whether a model’s probabilities can actually be trusted.

AI / product / engineering