Atomic Software, Co. @atomicdotdev
Atomic — Version control built on patch theory and DAG-based semantic change tracking. Designed for agent-native development. Joined January 2026-
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@leefaus shows why atomic's patch theory + causal graph enables better agent workflows than a traditional git style ancestral graph model by rearranging change records on the fly while maintaining full provenance of the agents session
Q: Is git good enough for the amount of data we need to store for our agents to consume?
I've been getting a lot of questions about Atomic versus Git so I decided to write up why we are building @atomicdotdev. atomic.dev/blog/is-git-go…
we are excited to share we are going to host our first public workshop on August 26, 2026 at 11AM EST. If you are interested in attending, please register at atomic.dev/#workshop
Sakana Fugu surprisingly performed near GLM 5.2 level but 17× more expensive! We gave the same prompt to 4 models: build a complete live Trader Desk with both frontend and backend components, real-time market data fetched from external APIs for 8 symbols, and a custom dark-theme UI. Outputs: Fugu Ultra — 22,225 t, $0.51 Opus 4.8 — 15,802 t, $0.31 GPT-5.5 — 11,474 t, $0.26 GLM 5.2 — 13,677 t, $0.03 Fugu created the most polished and feature-rich trading desk in the run. GLM 5.2 was very close behind, with a similarly complete multi-panel interface and live data, but at a much lower cost. Opus and GPT also performed well, delivering solid results with a better balance between quality and cost
Introducing Sakana Fugu: A full multi-agent orchestration system accessible via a single model API. Our ‘Fugu Ultra’ model matches the performance of Fable and Mythos, delivering frontier capability without the risk of export controls. Try it: sakana.ai/fugu 🐡
We are putting the finishing touches on our sandbox capabilities: github.com/atomicdotdev/a… in PR github.com/atomicdotdev/a… This would not have been possible without the work of @binsquares at SmolVM. We want to wish him the best of luck demoing today at ycombinator!
We are officially live on Reddit! reddit.com/r/atomicdotdev…
My favorite quote from Claude Code this week after me pushing back on some of the code it generated: "those aren’t compiler errors — they’re **design errors**. The code would have compiled and looked fine but been fundamentally wrong. That’s the worst kind of wrong"
@mitchellh Is there a different way you would prefer to see your landing page? we are experimenting with our design partners: Review, Diffs, Semantics.
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