
software engineer in NYC. prev https://xitter.cf/t.co/Bx70AilrPF and https://xitter.cf/t.co/ZTUpgwSh6a. Now @powersetres.
New York
Joined November 2007
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on @PowersetRes we run an LLM embedding pipeline to categorize repos based on their READMEs and website content.
we use embedding similarity to a category centroid to determine membership- it works, but seems like a place Jev could really shine
could simplify a whole lot and probably be faster/cheaper
Patrick DeVivo retweeted
12,000 tok / sec on a $250 board is nuts
Waiting for LLMs to stream text is going to seem so quaint in a few years...
12,000 tok/s on a 250$ FPGA board. It's a small model, and doesn't answer coherently to any question or prompt really. try it out on trylittlelamb.com/ but don't expect a good chat. at least its VERY fast
I remember interviewing back in 2015 thinking it would be edgy and a way to differentiate myself to answer a question: "how would you implement a photo gallery feature?" truthfully by saying I would search stackoverflow for the most suggested "photo gallery" library and just use that...
didn't get the job
Patrick DeVivo retweeted
I can't believe I used to type this out every time:
"git commit -am wip && git push"
Now all I have to do is type this:
"please commit and push my changes"
I'm surprised there's not more hype for @GoogleDeepMind's Gemma 4
It absolutely flies on @cerebras and has been just as good for certain research tasks (and orders of magnitude faster and cheaper) than OpenAI models we were using
switched from Claude Code to Codex CLI today and am experiencing this in real time. I can’t articulate exactly why…it’s just better
Less sycophantic? Feels more comprehensive? 5.5 seems to just miss fewer things
Patrick DeVivo retweeted
The best recruiting signal is often sitting in public GitHub data.
Today, we’re open sourcing the data layer we use to help founders recruit exceptional engineers.
research.powerset.co/posts/r…
the job of software engineer is so clearly no longer about directly managing code, but managing the systems and rails for AI tools to ship the best possible codel, given the domain and its constraints
Patrick DeVivo retweeted
1/ Applications are now open for Powerset Cohort 4, where top founders get their own $ 1M+ fund for angel investing. Last year, Anton Osika (Lovable) and other elite founders joined Cohort 3. Our founders have deployed $ 20M+ so far and are outperforming top VCs.
I think there are interesting use cases for sandboxes that have nothing to do with AI code execution.
If you can isolate tenants and pin them to their own compute, that’s a pretty powerful primitive for multi-tenant software generally.
CI/CD systems, per-tenant queries with variable compute/memory, third-party plugin systems, user-defined logic, etc.
Cool to see AI infra make infra better for non-AI products too.
1/ If history is any guide, I think the end state of agentic coding is something far more declarative than imperative (relative to where we are today). We’ve headed far in that direction, but there’s probably more to go…
6/ I think there’s more to climb on the “declarative-ness” ladder though. Especially when it comes to on-going maintenance and day two development.

















