Very excited about the launch of ryan-100T-2025-07-28. Given the positive results in early testing, we think this massive 18 year training run is just scratching the surface of what’s possible
Very excited about the launch of ryan-100T-2025-07-28. Given the positive results in early testing, we think this massive 18 year training run is just scratching the surface of what’s possible
AI can already solve lots of SWE tasks autonomously but the hardest tasks still require products built with human collaboration in mind. The key is to catch the wave of what's possible now and ride it into the future.
I've spent countless hours looking at the traces of my Devins. Seeing when the agent fails and why helped me write better prompts and understand the right task size it can complete reliably. Excited to make more of our internal tools available to all users.
I've spent countless hours looking at the traces of my Devins. Seeing when the agent fails and why helped me write better prompts and understand the right task size it can complete reliably. Excited to make more of our internal tools available to all users.
Our research interns present:
Kevin-32B = K(ernel D)evin
It's the first open model trained using RL for writing CUDA kernels. We implemented multi-turn RL using GRPO (based on QwQ-32B) on the KernelBench dataset.
It outperforms top reasoning models (o3 & o4-mini)! 🧵
We’re excited to announce Sunflower Capital Funds I and II. Sunflower is a $250m fund that partners at the earliest stage with companies building foundations for modern enterprises, critical industries, and the physical world.
Just shipped a new knowledge page in Devin. You can now sort your knowledge into folders and perform bulk actions. You can also have Devin organize your knowledge for you!
deep integration into every part of the engineering workflow is the future of swe agents. Excited to start building that out with our new Linear integration (more to follow soon). My workflow:
- Plan out a large project with Devin Search & create tickets
- Use the Devin linear…
deep integration into every part of the engineering workflow is the future of swe agents. Excited to start building that out with our new Linear integration (more to follow soon). My workflow:
- Plan out a large project with Devin Search & create tickets
- Use the Devin linear…
Just shipped Devin project templates 🚢! These are pre-configured repos for building apps from scratch with Devin. They're designed to be simple to run & test locally, so Devin has a built-in feedback loop. If you ask Devin nicely, it will even deploy your apps
Might add more…
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19K Followers 5K Followingpartner @kleinerperkins; previously investing @foundersfund, first pm & early eng @scale_ai; if you like infra, ML, or poker let's chat
1K Followers 451 FollowingI teach non-technical people how to build apps with AI (no code) and I create the future of online courses at @coursefly_ai (in private beta) • DMs always open!
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