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vickiboykis.com
ML Engineering. LLMs 😬. Information retrieval. Infra. Systems. Normcore code. Nutella. Vectors. Words. Vibes. Bad puns (soon). https://vickiboykis.com/what_are_embeddings/
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The more experience I get, the harder it feels to blog with confidence

if you are using primarily local models, which ones are you using and for what lately?

I love opening up the next Jira ticket and finding no requirements and then getting real mad at the person who created it (me)

Yeah decreasing time complexity, flattening code, adding cache, etc etc, but it’s wild how much one well-written log statement can improve the codebase.

I’ve never regretted writing documentation but I’ve regretted not writing it.

Toad sat on the edge of his bed. “Blah,” said Toad. “I feel down in the dumps.” “Why?” asked Frog. “I am thinking about tomorrow,” said Toad.

The slightly concerning/brittle era of LLMs in IR 😅 #ECIR2025

This is so incredibly cool. Embeddings are lingua franca for so many retrieval/LLM/recommendations use-cases and I really enjoyed working with embeddings in Redis via the search module, can’t wait to try this.

Love this endler.dev/2025/best-pr...

Docker is doing local LLMs 👀 www.youtube.com/live/mk_2MIW...

To experiment with multi-agent systems you either need a clear business case and big budget, or you need to be a jabroni with a high credit limit. I'm just the jabroni for the job, so I taught Claude to play chess, and learned a ton along the way: jfkirk.github.io/posts/claude...

Sir Isaac Newton didn't have to spend this much time managing package dependencies

can’t even let the old neurons rot for 20 min on insta

quick new post on what i've gotten out of HN vickiboykis.com/2025/03/17/2...

If you need a break from SEO, LLMs, and the general emptiness of the modern internet, go here and browse for a bit marginalia-search.com/explore

if you’ve never been part of a sev1 response team on a Friday night you’re not allowed to post about vibe coding on LinkedIn

👋🏻 In the last 10 years, I’ve had a growing interest in making Python development more effective. I’ve learned that a lot of teams don’t make the best use of the tooling available to use. This has culminated with writing an ebook on developer tooling I’m excited to share with you. pydevtools.com

I wish I had as much energy as people in the severance fan theory subreddit