MiniMusic Learns to Listen: On-Device AI Search

MiniMusic is my little menu bar app for controlling Apple Music from the keyboard: global hotkey, type, return, music. The new release, MiniMusic 26.716.1, is the biggest one yet, because the search box got a brain. Search that understands what you meant Until now, search did what search boxes do: match the characters you typed. The new version runs every query through Apple’s on-device Foundation Models first — the same Apple Intelligence stack that powers Writing Tools — and turns it into a structured search intent before hitting the Apple Music API. Everything happens on the Mac itself: no cloud round-trip, nothing leaves the machine, and it works on a plane. ...

July 16, 2026 · 5 min · Dan Hopkins

How to Stop AI From Lying to You With "Balance"

Everyone worries about AI making things up or refusing to answer. The trickier failure is the calm, balanced-sounding answer that treats settled science and bad-faith contrarianism as a coin flip. Here’s how to spot it and ask your way past it.

June 18, 2026 · 7 min · Dan Hopkins

How I Built an Agentic Family Office

A DIY version of what the rich have: a team of specialists coordinating your money, running on my home server. What is in it, what it caught, and why the posture matters more than the tooling.

April 24, 2026 · 13 min · Dan Hopkins

What a Time to Be Alive

One of the untold stories of the AI revolution is how fun it is to build stuff again. A note on homelabs, work agents, and feeling technical again after a decade in management.

April 22, 2026 · 1 min · Dan Hopkins

How StackHawk Adopted AI to Drastically Accelerate Development

Nine months of going all-in on AI-assisted development at StackHawk: the ramp-up, the custom tooling, and what actually made it stick.

April 3, 2026 · 6 min · Dan Hopkins