I wrote a doc that has examples of Fil-C pointer (mis)use. It's a great way to learn how Fil-C pointers work and what you can (and can't) do with them! github.com/pizlonator/llv…

Proverbially super-stoked to be supporting KREA AI as part of my day job.

People with taste who are also good at computers should definitely consider KREA AI

YC startup Cedana enables play/stop/rewind on all GPU and CPU compute - the result is 10x faster time to first token. Training jobs automatically resume from failures. Caltech's computational biology team just saved 80% on compute by deploying Cedana 🤯

Parsing PDFs: the solved problem that wasn't, and how Datalab cracks it.

For the impatient, snapshot/migrate/resume for vanilla GPU workloads works right now thanks to the good folks Cedana.

Document extraction that Really Works, now in a crisp, refreshing Python SDK!

If your Gpt-oss Day celebration is getting bogged down with figuring out how to get triton>=3.4 and torch 2.8 and ..., this "just works." Thx Northflank ! northflank.com/stacks/gpt-oss…

Handy!

Very excited to see this in the public eye! A manufacturable CAD geometry model from the hecka cracked boffins at Spectral Labs.

We're looking for a few sharp cookies to join our investing team full-time. Use the Subject: axolotl in your email to jobs at pebblebed.com

{AI,Venture,Computer} people who are curious about {AI,Venture,Computers}: I would like to work with you.

I'm teaming up with Samuel Colvin to launch a new meetup series, Py AI. Our first one is November 11 in San Francisco with talks from Pydantic, Modal, Reducto and fastmcp. Hosted by our friends at Pebblebed. Link to join below!

The AI models that power the AI models you know and love are being built at Datalab.

First thing I have worked on that merits publication in a while! Thanks to Mike’s National treasure of a brain, and Mathew who did all of the hard work on this.