Kyle Gallatin's Avatar

Kyle Gallatin

@kylegallatin.bsky.social

Technical Lead Manager for ML Infra @ Handshake

74 Followers  |  25 Following  |  68 Posts  |  Joined: 26.04.2023  |  2.0021

Latest posts by kylegallatin.bsky.social on Bluesky

Personally, I think fundamental knowledge of IAM should be a requirement for any engineer working with a manor cloud provider, and prefer IAM access/tokens to creating shared secrets and API tokens all over the place - but that isn’t the case for everyone.

12.05.2025 13:47 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Obviously, not everyone is accessing LLMs and other models through their cloud provider. However, I find it super intriguing that authentication to LLMs for folks on providers like Google Cloud could introduce additional mental burden.

12.05.2025 13:46 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

One of the most interesting blockers I see to LLM/AI adoption at scale is the understanding of IAM-based access.

At least once a week I get asked for a Gemini API key, and when I reply with instructions on authenticating to Vertex AI with IAM - I’m often met with confusion πŸ€”

12.05.2025 13:44 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

The way I explain AGI to non-tech people is it's the belief that if I read enough book to my dog, there is some threshold at which it becomes a blackbelt in Karate.

27.01.2025 21:57 β€” πŸ‘ 478    πŸ” 85    πŸ’¬ 11    πŸ“Œ 5

*my dad walking by the roomba*: β€œhey Romy!”

25.12.2024 15:44 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Burning all the OpenAI credits to fund of swarm of agents consuming fictitious marshmallows non-stop

24.12.2024 03:14 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
It's always sunny in Philadelphia -  SHUT UP!! Oh my god I don't care
YouTube video by green man It's always sunny in Philadelphia - SHUT UP!! Oh my god I don't care

Whenever this comes up youtu.be/Y7QZgH1eP2o?...

16.12.2024 14:52 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

It’s always the Kyles

14.12.2024 06:29 β€” πŸ‘ 8    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Conway’s Law: something you periodically mention during the architectural design process to sound smarter

13.12.2024 13:30 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Wow I never noticed that either that’s awesome! But no worries it is also hilarious

25.11.2024 17:38 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Preview
Comic Sans Everywhere - Chrome Web Store Change every font on the website to Comic Sans.

I use comic sans everywhere so that it’s less serious when I do anything chromewebstore.google.com/detail/comic...

25.11.2024 17:36 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Post image

A couple weeks ago my brother-in-law asked if there were any apps that would let him read the NYT without any Tr*mp articles. I didn't see anything I liked, so I made something: https://icanteven.app (it'll actually work on any site).

22.11.2024 15:23 β€” πŸ‘ 20    πŸ” 4    πŸ’¬ 3    πŸ“Œ 0
Post image Post image Post image Post image

Things to do with a book you co-authored

12.09.2023 12:43 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Latest Etsy Code as Craft article - this time, highlighting my team's work from this year's CodeMosaic on online, stateful machine learning! Our team, the So-Fine Real-time ML Paradigm (conveniently abbreviated SoFiReTiMaLe) piloted some really cool stuff www.etsy.com/codeascraft/...

05.09.2023 22:59 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
O'Reilly Learning Platform

Here's a promotional code for a free 30-day trial of the O'Reilly learning platform - use it to read a ton of books including The Machine Learning in Python Cookbook! Which I wrote! Some of! https://learning.oreilly.com/get-learning/?code=MLPCOOKBOOK23

08.08.2023 20:40 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image

It literally feels *so good* to have the Machine Learning with Python Cookbook going to print with @OReillyMedia after a year of asciidoc, and the npm library I found to turn them into Python notebooks. Buy it!

O'Reilly: lnkd.in/eH_6b2tQ
Amazon: lnkd.in/ezm9mWur

03.08.2023 18:02 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

How do I view my liked skeets

31.07.2023 16:23 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image

I sure hope not?

25.07.2023 13:57 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image Post image

weekend idea:

double feature

20.07.2023 22:06 β€” πŸ‘ 43    πŸ” 4    πŸ’¬ 1    πŸ“Œ 2
Post image

What AI people worry about: Releasing model weights means AGI comes to kill us all
What AI people should worry about: leftpad

22.07.2023 10:54 β€” πŸ‘ 10    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
Post image

Hot take: managing Python envs isn’t hard

14.07.2023 23:34 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Me when I update min replicas from 1->2

03.07.2023 23:55 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

me when i scp data into my ec2 micro instance

03.07.2023 20:47 β€” πŸ‘ 32    πŸ” 4    πŸ’¬ 2    πŸ“Œ 0
Post image

Changed my weather app to Celsius awhile back so I’d feel smarter in other countries - and I’m just now realizing that I’m way more scared of the hot 32 degrees than the cold 32 degrees

03.07.2023 18:01 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Whether or not there’s a Makefile at the root of a repo tells me so much about a person

27.06.2023 12:06 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I love writing it makes me happy https://www.etsy.com/codeascraft/the-problem-with-timeseries-data-in-machine-learning-feature-systems

23.06.2023 21:06 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Copilot helping me with Python: πŸ’ͺ🏼
Copilot helping me with Scala: πŸ€·πŸ»β€β™‚οΈ

15.06.2023 13:24 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image

I’m tired

14.06.2023 13:45 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Lemme know how it goes ❀️

14.06.2023 00:15 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Oh hey Vicki what’re your thoughts on web3?

13.06.2023 23:46 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

@kylegallatin is following 20 prominent accounts