Why Punk Records Exists

The traditional Product Manager is a bottleneck.

For the last decade, the job has been about writing a massive document, handing it over a wall to an engineering team, and waiting weeks to see if the logic holds up. We were translation layers.

AI agents have broken that model. The translation layer is no longer needed. What is needed is a core logic engine.

Welcome to Punk Records.

This site is my open-source database. I am exploring what happens when a Product Manager stops just writing tickets and starts acting as the central node — the "Stella" — directing a network of autonomous AI satellites to build, test, and ship complex software.

The Stella & Satellite Methodology

The Stella doesn't code. The Stella thinks.

It architects the logic, maps the risks, and writes the blueprint so airtight that any satellite — human or AI — can execute it flawlessly. Once the logic is locked, the Satellites deploy: Claude handles the architecture, Cursor builds the code, specialized agents handle testing and deployment.

The result: one PM, shipping at the speed of an entire squad.

Open-Sourcing the Logic

Engineers open-source their code on GitHub. I am open-sourcing my logic here.

On this site, you won't find generic leadership fluff or high-level agile frameworks. You will find raw, unedited .md files. You will see the exact prompt chains I use to force AI agents to build secure architectures. You will see my risk matrices, my system teardowns, and the moments when the satellites hallucinate and the entire build crashes.

What We Are Building

Every project ships publicly. Every decision is documented. Every failure is recorded. The Punk Records grow with each deployment.

The era of the purely theoretical PM is over.