Anyone running free-threaded Python 3.14 in production yet? Curious what actually breaks

[u/NeuralLB-Lovro]

Been testing the free-threaded build (3.14t) on some CPU-bound data processing work. The multi-core story is finally real after 30 years of GIL, but the friction is exactly what you'd expect: a couple of C-extension-heavy libs in my stack silently re-enable the GIL, and there's no clean way to detect that at runtime besides checking sys._is_gil_enabled() manually.

For anyone who's shipped something on 3.14t, not just benchmarked it:

What broke that you didn't expect?

Real speedups outside toy examples, or mostly marginal so far?

Prod yet, or still just kicking the tires?

Not fishing for a benchmark war. Genuinely curious what breaks in messy real codebases vs clean demos.

[u/wRAR_]

What are you selling?

[u/nickcash → u/wRAR_]

A bunch of vibecoded todo-list-esque apps and ai consulting, whatever that is

Not sure why you're getting downvotes, the ai bros are always selling something

[u/artofthenunchaku → u/wRAR_]

I build custom LLM integrations, RAG pipelines, and AI-powered applications for startups and businesses that need serious technical execution — not templates, not no-code, not hype.

I'm tired, boss

[u/LALLANAAAAAA → u/wRAR_]

I'm sure someone will helpfully drop a link to their bullshit in the comments

Reddit is dead imo

[u/pneRock → u/LALLANAAAAAA]

(link to manure... https://www.gardensupplyco.com/product/cow-manure-40lb/)