Aaron (@aaronbatilo) header
Aaron (@aaronbatilo) profile picture

Putting the ML in YAML. Eng @CoreWeave. Previously at @MicrosoftAI, @InflectionAI, @Cohere, @Color I like smash melee

Colorado, USA
Joined June 2014
Photo by Aaron (@aaronbatilo)Photo by Aaron (@aaronbatilo)Photo by Aaron (@aaronbatilo)Photo by Aaron (@aaronbatilo)Photo by Aaron (@aaronbatilo)Photo by Aaron (@aaronbatilo)Photo by Aaron (@aaronbatilo)Photo by Aaron (@aaronbatilo)Photo by Aaron (@aaronbatilo)Photo by Aaron (@aaronbatilo)
Beam’s model technical report is now available. Read the full report to learn about the methodology our team used to train Beam end-to-end in-house, here: reflection.ai/documents/beam…
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Aaron retweeted
instead of a sticker you should get a hot dog when you vote
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More exciting things to come from this partnership Have your agent stay tuned agentenvframework.com/docs/s…
🤖 Made with AI
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In collaboration with CoreWeave, we show how our autonomous system optimizes LLM inference end to end, from engine configuration to custom GPU kernels: up to 63% more traffic for GLM-5.3, 2x per-user throughput for Qwen3.8-27B, and 10% more throughput for DeepSeek V4.1 Flash. 🔗
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yeah i have a gambling addiction. i can’t stop betting on myself
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people at work assume I have some kind of magic methodology or crazy complex prompts i literally just start every prompt with "hey big dawg" and let my agents run nuts for a few hours
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I’ve seen enough. @aaronbatilo will save $crwv
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We replaced Raft with a JEV-style decision model. Consensus is fundamentally a reasoning problem. Why rely on deterministic leader election when a model can evaluate each node's leadership potential? We've replaced quorum with confidence scores. Write throughput dropped 99.98% but the cluster is finally making informed decisions.
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🚀 Introducing DeepInfer, our in-house inference framework, now fully open source! Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. We’re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable. 🔗 github.com/deepseek-ai/DeepI… 1/4
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I have Nathan Fielder’s delivery of “No you don’t!” playing in my head on a loop
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i don't use an "agent multiplexer", i don't have a "software factory", i don't run "adversarial reviews", i enter a single detailed prompt into the TUI, and if the results are garbage I KILL MYSELF
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Imagine your modern software pauses to garbage collect while you're in the middle of Doing a Barrel Roll in your car.
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did 👏 he 👏 use 👏 his 👏 dot 👏
He was going to fly out Monday morning.
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9 am: i can’t wait till bedtime 10 pm: i’ve always wanted to write my own operating system
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But who’s going to build a Vera Rubin sandbox if not us??
Guys this is weird but uh you know, there are other things you can be building than a sandbox. We got this one covered
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Opus 5.5 is: - Smart - Fast - Fun to talk to - Good at writing - Friendly on rate limits - Constantly surprising at just how much it is capable of
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Opus 5.5 is the best model released in the past 2 years.
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going between any two points in london takes 54 mins
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We're adding support for AGENTS.md to Claude Code. Starting today in version 2.1.277, if there is no CLAUDE.md in a folder, Claude will check for and use AGENTS.md. You can toggle this behavior in /config.
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