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Teach Tom

A podcast where Tom Preston-Werner, founder of GitHub, learns things he probably already knows.

Each episode, Sam Odio drags in a world-class expert to teach Tom something new.

AI power user? Come on our show! →
Lesson 01

Wes McKinney

The Creator Of Pandas Has Burned 5.7 Billion Tokens. Last Week. Here’s His Setup.

Wes made pandas — the Python library, not the animal. These days he averages 817 million tokens a day across Claude and Codex. Tom pretends this is all perfectly normal.

Wes McKinney, creator of pandas and Apache Arrow
Lesson 02

Peter ยท OpenClaw

OpenClaw Pro Mode, With The Guy Who Built It

Peter built OpenClaw. He shows Tom the pro-mode features most users never touch. Sam, who shipped his entire startup on OpenClaw before ever meeting Peter, is finally catching up.

Peter, founder of OpenClaw
Lesson 03

Jesse Vincent

Superpowers: The Framework That Made Its Creator Stop Coding

Jesse built Superpowers — the open-source framework most AI coding agents now run on. He hasn’t personally written a line of code since October 2025. Tom asks if that’s the goal or the warning.

Jesse Vincent, founder of Prime Radiant and creator of Superpowers

Hosts

Sam Odio — Host. Two-time founder turned unemployed. Previously: Facebook, Fivestars ($320M exit), Dropbox AI Labs. Currently: this podcast.

Tom Preston-Werner — Student. Co-founded GitHub, invented Gravatar, wrote the first Jekyll. Knows, by most measures, an enormous amount. On this podcast, he does not.

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