# Pydantic v2 Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/pydantic-v2
> Markdown URL: https://aitinkerers.org/technologies/pydantic-v2.md
> Technology record last updated: 2026-03-19T14:14:35Z
> Generated: 2026-10-23T23:55:10Z

Pydantic v2 is a high-performance data validation and serialization library for Python, rebuilt in Rust for up to 20x speed improvements.

Pydantic v2 leverages a Core engine written in Rust to deliver massive performance gains over its predecessor (v1). It enforces type hints at runtime, providing clear error messages and automated data conversion for complex Python objects. This version introduces a strict mode to prevent silent data coercion and integrates seamlessly with FastAPI and SQLAlchemy. By moving the heavy lifting to the pydantic-core layer, it handles thousands of validations per second with minimal overhead.

- Official technology site: https://docs.pydantic.dev/latest/
- Public AI Tinkerers demos and talks: 4
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Two CI Gates for Agent-Written Code](https://san-jose.aitinkerers.org/talks/rsvp_LGjd3JbqZUk)

- Event context: AI Tinkerers – San Jose Launch Meetup · 07 Oct 2026 — 2026-10-08 — San Jose
- Public talk page: https://san-jose.aitinkerers.org/talks/rsvp_LGjd3JbqZUk

### [GitFlix](https://dubai.aitinkerers.org/talks/rsvp_NOm-XVCUWNY)

- Event context: AI Tinkerers Dubai - May Demo Day — 2026-05-23 — Dubai
- Public talk page: https://dubai.aitinkerers.org/talks/rsvp_NOm-XVCUWNY

### [CyberSentinel: Building a Threat Detection Pipeline](https://miami.aitinkerers.org/talks/rsvp_8u_zBunWIJ0)

- Event context: AI Tinkerers Miami: Spring Demos at The Lab — 2026-03-25 — Miami
- Public talk page: https://miami.aitinkerers.org/talks/rsvp_8u_zBunWIJ0

### [AI-to-USD: An LLM Agent That Self-Corrects Industrial Scene Generation for Isaac Sim](https://nyc.aitinkerers.org/talks/rsvp_Y4sGAt1oy-A)

- Event context: March Demo Day, hosted by Flowglad — 2026-03-18 — New York City
- Public talk page: https://nyc.aitinkerers.org/talks/rsvp_Y4sGAt1oy-A

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