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Applying (Pydantic) AI.

I build enterprise agents with Pydantic AI. I write about what holds up in production and where Applied AI is headed, and share what I learn through open-source tools and patterns.

· Leads AI operations @ Sidetrade

Applied AI

Agents earn their place when people can rely on them to do real work in production.

Always-On Agents

Agents will pick up work as it arrives. Reusable capabilities let us build harnesses for how each domain works.

AI Factories

Software factories are an early glimpse of how people and always-on agents will work together across the business.

Pydantic AI Factory

About the project

An open-source software factory built with Pydantic AI, station by station.

Code on GitHub

  1. 01Pydantic AI is the best library for building factoriesIntent · Coming soon
  2. 02Design-driven development with ElephantGoldfishDesign · Coming soon
  3. 03Building in a sandbox with OpenSandboxBuild · Coming soon
  4. 04The Woodpecker verifier: Dagger and OpenCodeReviewVerify · Coming soon
  5. 05Teaching the factory: RL with OpenEnv and ModalLearn · Coming soon

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