Gerred
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gerred.org
Gerred
@gerred.org
Computer Engineer. Chasing the speed of light.

Working on HPC and AI, observability, compilers, systems, data, distributed systems engineering. Metal to model.
Reposted by Gerred
#MouseGuard Dawn of the Black Axe issues 1, 2, & 3 (the complete story) along with the SDCC exclusive Walter Simonson cover are available for purchase and signing. Read the tale of the first wielder of the Black Axe.

Booth 4606
July 27, 2025 at 3:58 PM
Reposted by Gerred
HRM: Hierarchical Reasoning Model

ngl this sounds like bullshit but i don’t think it is

- 27M (million parameters)
- 1000 training examples
- beats o3-mini on ARC-AGI

arxiv.org/abs/2506.21734
Hierarchical Reasoning Model
Reasoning, the process of devising and executing complex goal-oriented action sequences, remains a critical challenge in AI. Current large language models (LLMs) primarily employ Chain-of-Thought (CoT...
arxiv.org
July 27, 2025 at 3:27 PM
I look forward to more agent companies / engineering side taking the research more seriously in their day to day and the research side getting more directed toward product needs.
July 24, 2025 at 10:57 PM
People who don’t follow me here - I talk a lot about inference at large scales, hierarchical KV caching, etc of big models. There’s a lot to be said for how early a lot of inference as an appliance is even now - agentic demand increases the ability to save compute.
July 22, 2025 at 9:40 PM
June 25, 2025 at 12:27 AM
Wow, my X profile is completely fucked. I can't save ANYTHING.
May 23, 2025 at 5:58 AM
Reposted by Gerred
OH MAN I JUST REALIZED you can right click on lines in MonoDraw to add midpoints, allowing you to drag lines out to adjust their shape.

This was like the ONE papercut I didn't know how to fix, and there are a bunch more things you can tweak in those right click menus, like adding custom attach pts
May 2, 2025 at 7:37 AM
Hey all! I wrote an in-depth, practical technical deep dive into how agents like Claude Code work from a systems perspective. All tools, commands, in depth design review beyond prompts. This is being lifted out of my own notes, improving over time.

gerred.github.io/building-an-...
Building an Agentic System - Building an Agentic System
gerred.github.io
March 9, 2025 at 12:08 AM
March 7, 2025 at 2:20 AM
That’s it.
March 5, 2025 at 2:42 PM
Well, never sleeping again.
March 5, 2025 at 1:51 AM
phew @squillace.bsky.social's very presence on the other place keeps reminding me to pop over into here more.
February 10, 2025 at 2:05 PM
oh no I can’t get slammed into the ground by @dynamicwebpaige.bsky.social making me Gemini excited over here too, I JUST escaped it. 2.0 pro experimental is a world expert in Jax by the way if anyone is wondering.
February 6, 2025 at 3:12 AM
I'm thinking at this point, this is probably the more impactful community for me to be building and showing things to. I usually have been using it to interact with other researchers and engineers, and now that I'm better positioned to release things, X seems like the wrong place.
February 4, 2025 at 8:47 PM
That feels SO much better.

x.com/devgerred I'll be in spaces like here now.
x.com
x.com
February 2, 2025 at 9:04 AM
debating if I should put more of my posts over here. i at least have a pretty nice IRC room curation going in other places.
January 21, 2025 at 6:59 PM
December 30, 2024 at 4:32 AM
riddled with doubts
November 8, 2024 at 5:24 PM
ah, hello again bsky.
November 7, 2024 at 8:03 PM