abatilo

Joined 9 years ago

Karma
253
Submissions
97
Member since
Jan 9
I do operations for ML workloads.

https://aaronbatilo.dev

View on Hacker News

Recent submissions

Comment · 6 months ago
Dash, not dot
Comment · 10 months ago
Claude code simply supports agents also
Comment · 1 year ago
What would you say is a benefit of using this over using jq?
Comment · 1 year ago
Comment · 1 year ago
I job hop a bunch and a common theme that I have had in my jobs is to go in and understand the legacy, and bring it up to a more reasonable state. It's been interesting having to be the one dealing with someone else's consequences.

I'll sometimes chat with the people who have had to maintain whatever ground work I had laid, and each time around, I get a little bit better at laying down a framework of infrastructure and operations that's better and better at staying sustainable

Comment · 2 years ago
I had the pleasure to briefly work with the author of this post within the last few years. Jeff was one of the most enlightening and positive people I've ever learned from. He was refreshingly honest about what challenges he was having, and delightfully accessible for mentorship and advice.
Comment · 2 years ago
Depot also does remote docker builds using a remote build kit agent. It was actually their original product. If you could feasibly put everything into a Dockerfile, including running your tests, then you could use that product and get the benefits.
Comment · 2 years ago
>It’s simple to create a Dockerfile that containerizes your app. It’s even easier to create one that has terrible build performance, chalked full of CVEs, is north of 20GB in size, and whatever foot gun you trip over when using Docker

It's been years that writing Dockerfiles has been fairly common. Years. And yet it's still so common that people write such poorly optimized Dockerfiles.

I think we should definitely start thinking about admitting that it's too much over head for people to learn how to write a Dockerfile.

That being said, I've known Kyle for a while now. The team at Depot have consistently shown the deepest possible understanding of the container ecosystem. I'm very excited to see what else they do.

Comment · 2 years ago
Awesome work! Congratulations on the launch. This reminds me a lot of https://depot.dev

I'm not officially affiliated with them at all. But I'm a big fan of their product.

It appears that one difference though is that Depot is more focused on just docker builds and y'all are more generalized runners Is that right?

Comment · 2 years ago
As opposed to keeping all of your servers independent of each other, super computers are used any time you want to pretend the entire computer is one computer.

In other words, they're used when you want to share some kind of state across all of the computers, without the potential overhead of communicating to some other system like a database.

Physics simulations and like, molecular modeling come to mind as common examples.

In the case of ML training, model parameters and broadcasting the deltas that get calculated during training are that shared state.

Comment · 3 years ago
https://youtu.be/z3hmfSVmyqg?si=eLPZ0D6ug3D6PreI

As of 2 months ago, they had at least 7000 up and running, fwiw

Comment · 3 years ago
Congratulations on getting a hug of death!
Comment · 3 years ago
I'm about 90% through this book that I picked up based on some other HN comment I had read. I would highly recommend it
Comment · 3 years ago
Just here to say that's a GREAT name

Live from the official Hacker News API

A modern reader for Hacker News · SvelteKit + Skeleton