
Putting the ML in YAML. Eng @CoreWeave. Previously at @MicrosoftAI, @InflectionAI, @Cohere, @Color I like smash melee
Colorado, USA
Joined June 2014
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Aaron retweeted
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…
Aaron retweeted
More exciting things to come from this partnership
Have your agent stay tuned
agentenvframework.com/docs/s…
🤖 Made with AI
Aaron retweeted
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. 🔗
Aaron retweeted
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
Aaron retweeted
I’ve seen enough. @aaronbatilo will save $crwv
Aaron retweeted
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.
Aaron retweeted
🚀 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
Aaron retweeted
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
Aaron retweeted
Imagine your modern software pauses to garbage collect while you're in the middle of Doing a Barrel Roll in your car.
Aaron retweeted
9 am: i can’t wait till bedtime
10 pm: i’ve always wanted to write my own operating system
Aaron retweeted
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


























