musi.live
  1. 01

    Building for operators under load

    When the work cannot pause for the tool
    Jul 30, 2026
  2. 02

    Where the edge could have lived

    A search for edge, lever by lever
    Jul 06, 2026
  3. 03

    What I learned in medicine about deploying AI safely

    Why deployment frameworks matter as much as capability.
    May 16, 2026
  4. 04

    Durable learning with a model in the loop

    On what changes when output stops being a signal of understanding.
    Apr 28, 2026
  5. 05

    Production agents and the substrate problem

    Beyond the harness, skills, and evals.
    Apr 16, 2026

Projects

P/01 B2C app · 2025 v3.7
Brainbank — Learn it once. Remember it forever.

Brainbank

A spaced-repetition app built around the science of forgetting. Learn it once, remember it forever.

View live
P/02 Side project · 2026 PWA

Reactive Trainer

Reactive movement drills for cutting and pivoting sports, and for late-stage ACL rehab. Focused on unpredictability — random timing, random directions, no countdown.

Open the app
P/03 Open source · 2026 MIT

Prism

Controlled autonomy for AI agents — pause, approve, audit. Two lines of code per tool, your data stays local.

On GitHub

About

I trained and practised as a doctor before moving into product, first in aviation and now in finance.

I work on trading and post-trade systems at a market maker, and build AI-native products of my own.

I write about markets, agency, agent infrastructure, and the crossovers between the domains I've worked in.