High-Performance Python: Faster Type Checking and Free Threaded Execution (Sponsor: Meta)

Presented by: Sam Gross and Neil Mitchell Meta's Commitment to the Python Community: Empowering Innovation and Collaboration At Meta, we're dedicated to advancing the Python ecosystem through open-source contributions and community engagement. Our mission is to improve the tooling and runtime, making the language more efficient, scalable, and accessible for developers worldwide. Introducing Pyrefly: A Scalable Type Checker for a Unified IDE Experience We're excited to introduce Pyrefly, a new type checker designed with scalability in mind. Built from the ground up using Rust, Pyrefly provides a faster and more efficient type checking experience, enabling developers to write better code with confidence. With Pyrefly, we aim to deliver a unified IDE experience power type hints and code navigation on a new type checking engine. Unlocking Better Performance with Free-Threaded Python In collaboration with the Python community, we've been working on making free-threaded Python (No-GIL) available in Python 3.13. This significant milestone allows developers to take full advantage of modern multi-core processors directly from Python. More recently, our efforts have focused on improving the single-threaded performance of the free threading build, ensuring that Python remains a top choice for developers seeking high-performance capabilities.

Talk - Anthony Shaw: Write faster Python! Common performance anti patterns
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Talk - Anthony Shaw: Write faster Python! Common performance anti patterns

Unraveling Community Support For Free-Threaded Python - Lysandros Nikolaou & Nathan Goldbaum
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Unraveling Community Support For Free-Threaded Python - Lysandros Nikolaou & Nathan Goldbaum

Zig 2026: No-AI Policy, $670K Foundation, Left GitHub & Why Zig Isn’t 1.0 - Andrew Kelley Explains
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Zig 2026: No-AI Policy, $670K Foundation, Left GitHub & Why Zig Isn’t 1.0 - Andrew Kelley Explains

It finally happened
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It finally happened

Xavier Fischer: Deep dive into the PostgreSQL FrontEnd/BackEnd protocol (PGDay Armenia 2026)
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Xavier Fischer: Deep dive into the PostgreSQL FrontEnd/BackEnd protocol (PGDay Armenia 2026)

Building AI Applications the Pydantic Way (Sponsor: Pydantic)
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Building AI Applications the Pydantic Way (Sponsor: Pydantic)

The past, present, and future of virtual environments - Zanie Blue
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The past, present, and future of virtual environments - Zanie Blue

Talks - Hynek Schlawack: Subclassing, Composition, Python, and You
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Talks - Hynek Schlawack: Subclassing, Composition, Python, and You

PYCON UK 2025: Pyrefly  A Scalable Type Checker for a Unified IDE Experience, Kyle Into
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PYCON UK 2025: Pyrefly A Scalable Type Checker for a Unified IDE Experience, Kyle Into

Keeping up with Python: what makes upgrades hard, and what can we do about it - Jason Fried
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Keeping up with Python: what makes upgrades hard, and what can we do about it - Jason Fried

Talks - Charlie Marsh: Ruff: An Extremely Fast Python Linter and Code Formatter, Written in Rust
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Talks - Charlie Marsh: Ruff: An Extremely Fast Python Linter and Code Formatter, Written in Rust

Charlie Marsh: uv: An Extremely Fast Python Package Manager
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Charlie Marsh: uv: An Extremely Fast Python Package Manager

Why Your Code Isn’t Pythonic (And How to Fix It)
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Why Your Code Isn’t Pythonic (And How to Fix It)

TALK / Dino Viehland / Python Performance at Scale - Making Python Faster at Instagram
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TALK / Dino Viehland / Python Performance at Scale - Making Python Faster at Instagram

AI Bubble: How AI's push towards IPOs became a death drive | Ed Zitron
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AI Bubble: How AI's push towards IPOs became a death drive | Ed Zitron

Compiled Python is FAST
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Compiled Python is FAST

Fix Your Broken Python Setup in VSCode (Once and For All)
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Fix Your Broken Python Setup in VSCode (Once and For All)

Using Rust in Free-Threaded vs Regular Python 3.13 - David Hewitt
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Using Rust in Free-Threaded vs Regular Python 3.13 - David Hewitt

Talk - Kevin Modzelewski: Writing performant code for modern Python interpreters
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Talk - Kevin Modzelewski: Writing performant code for modern Python interpreters

Andrej Karpathy: From Vibe Coding to Agentic Engineering w/ Stephanie Zhan
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Andrej Karpathy: From Vibe Coding to Agentic Engineering w/ Stephanie Zhan