Media Summary: In this episode of The Dark Arts of Team Optimization, hosts Kyle Johnson and Franz Aliquo talk with Workshop: Building Durable Deep Research Agents by Building production AI agents reveals a harsh truth: stateless architectures that work for simple demos become impossibly painful ...

Samuel Colvin Python S Parallel - Detailed Analysis & Overview

In this episode of The Dark Arts of Team Optimization, hosts Kyle Johnson and Franz Aliquo talk with Workshop: Building Durable Deep Research Agents by Building production AI agents reveals a harsh truth: stateless architectures that work for simple demos become impossibly painful ... Everyone is talking about agents, and right after that, they're talking about agent-to-agent communications. Not surprisingly ... Pydantic, I didn't know about this library up until like mid of last year when one candidate sent a task with this library used, then ... Hosted by Pebblebed on November 11th Featured speakers include:

Pydantic is a data validation library for

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A Minimal Python Sandbox for AI Agents - Samuel Colvin, CEO at Pydantic - AI Demo Days
Samuel Colvin - Python's Parallel Programming Possibilities - 4 levels of concurrency
Samuel Colvin - Controlling the wild: from tool calling to computer use - PyAI London at AIE 2026
We Never Hire Traditionally and Built a Remote Team while AI Rewrites Coding Jobs with Samuel Colvin
Building Durable Deep Research Agents | Workshop | Samuel Colvin | Pydantic, p1.
⚡️Monty: the ultrafast Python interpreter by Agents for Agents — Samuel Colvin, Pydantic
Samuel Colvin Controlling the wild: Monty, from tool calling to computer use - PyAI Conf 2026
From Stateless Nightmares to Durable Agents — Samuel Colvin, Pydantic
MCP is all you need — Samuel Colvin, Pydantic
PyCon LT 2023 | Samuel Colvin Pydantic
Building Durable Deep Research Agents | Workshop | Samuel Colvin | Pydantic, p2.
PyAI SF - November 11, 2025
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A Minimal Python Sandbox for AI Agents - Samuel Colvin, CEO at Pydantic - AI Demo Days

A Minimal Python Sandbox for AI Agents - Samuel Colvin, CEO at Pydantic - AI Demo Days

Samuel Colvin

Samuel Colvin - Python's Parallel Programming Possibilities - 4 levels of concurrency

Samuel Colvin - Python's Parallel Programming Possibilities - 4 levels of concurrency

"

Samuel Colvin - Controlling the wild: from tool calling to computer use - PyAI London at AIE 2026

Samuel Colvin - Controlling the wild: from tool calling to computer use - PyAI London at AIE 2026

Samuel Colvin

We Never Hire Traditionally and Built a Remote Team while AI Rewrites Coding Jobs with Samuel Colvin

We Never Hire Traditionally and Built a Remote Team while AI Rewrites Coding Jobs with Samuel Colvin

In this episode of The Dark Arts of Team Optimization, hosts Kyle Johnson and Franz Aliquo talk with

Building Durable Deep Research Agents | Workshop | Samuel Colvin | Pydantic, p1.

Building Durable Deep Research Agents | Workshop | Samuel Colvin | Pydantic, p1.

Workshop: Building Durable Deep Research Agents by

⚡️Monty: the ultrafast Python interpreter by Agents for Agents — Samuel Colvin, Pydantic

⚡️Monty: the ultrafast Python interpreter by Agents for Agents — Samuel Colvin, Pydantic

https://github.com/pydantic/monty.

Samuel Colvin Controlling the wild: Monty, from tool calling to computer use - PyAI Conf 2026

Samuel Colvin Controlling the wild: Monty, from tool calling to computer use - PyAI Conf 2026

Samuel Colvin

From Stateless Nightmares to Durable Agents — Samuel Colvin, Pydantic

From Stateless Nightmares to Durable Agents — Samuel Colvin, Pydantic

Building production AI agents reveals a harsh truth: stateless architectures that work for simple demos become impossibly painful ...

MCP is all you need — Samuel Colvin, Pydantic

MCP is all you need — Samuel Colvin, Pydantic

Everyone is talking about agents, and right after that, they're talking about agent-to-agent communications. Not surprisingly ...

PyCon LT 2023 | Samuel Colvin Pydantic

PyCon LT 2023 | Samuel Colvin Pydantic

Pydantic, I didn't know about this library up until like mid of last year when one candidate sent a task with this library used, then ...

Building Durable Deep Research Agents | Workshop | Samuel Colvin | Pydantic, p2.

Building Durable Deep Research Agents | Workshop | Samuel Colvin | Pydantic, p2.

Workshop: Building Durable Deep Research Agents by

PyAI SF - November 11, 2025

PyAI SF - November 11, 2025

Hosted by Pebblebed on November 11th Featured speakers include:

Talks - Samuel Colvin: How Pydantic V2 leverages Rust's Superpowers

Talks - Samuel Colvin: How Pydantic V2 leverages Rust's Superpowers

Pydantic is a data validation library for