~/talks

Samuel Colvin

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Pydantic Monty & LogfirePyData London 20262026-06-05
A minimal Python interpreter written in Rust called Monty runs AI-written code with zero builtin syscalls and requires explicit capability grants to call host…
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Agent Optimization with Pydantic AI: GEPA, Evals, Feedback LoopsAI Engineer Europe 20262026-04-08
Live workflow shows concrete changes: run evals against a golden dataset (65 quick cases, 650 full MPs) and measure accuracy rising from ~85% with a simple…
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Durable Agents: long running AI workflows in a flakey worldAI By the Bay 20252025-11-17
Shows a concrete system: Pydantic AI plus a Temporal workflow wraps every LLM or tool call as an activity so runs survive node crashes and network flakiness…
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Keynote: Building an Open Agentic FutureOpen Agent Summit 20252025-10-21
Pydantic AI is an open agent framework that claims fast growth and a practical alternative to closed lab platforms, with concrete choices: switch models in one…
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Human seeded EvalsAI Engineer World's Fair 20252025-06-03
Introduces using Pydantic models as executable contracts so the LLM returns structured output, then feeds validation-as-feedback back into the model to correct…
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Building AI Applications the Pydantic WayPyCon US 20252025-05-16
Shows a concrete toolkit: Pydantic AI agent plus Pydantic Logfire and an MCP server called MCP run Python. Demonstrations extract JSON-typed outputs, trigger a…
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Introducing Pydantic's new platformPyCon US 20242024-05-15
Announcement shows a concrete observability platform: configure with import and one line to start sending traces, get nested spans that record start/end times…
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How Pydantic V2 leverages Rust's SuperpowersPyCon US 20232023-04-19
Pydantic is a data validation library for Python that has seen massive adoption over the last few years - it is estimated that Pydantic is now used by about…
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Python's Parallel Programming Possibilities - 4 levels of concurrencyEuroPython 20192019-07-08
Compares four concrete concurrency levels with code examples: multiple machines via RQ with Redis (jobs pushed as Redis lists, demonstrated across hosts/VMs)…
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