i swear vibe coding is a real addiction now
bro i know people who code 12-16 hours a day just building random things.
anyone else like this or just few?
Announcing DeepSWE 🤖: our fully open-sourced, SOTA software engineering agent trained purely with RL on top of Qwen3-32B. DeepSWE achieves 59% on SWEBench-Verified with test-time scaling (and 42.2% Pass@1), topping the SWEBench leaderboard for open-weight models.
Built in collaboration with the @Agentica_ team.
💪 DeepSWE is trained with rLLM, Agentica’s modular RL post-training framework for agents. rLLM makes it easy to build, train, and deploy RL-tuned agents on real-world workloads — from software engineering to web navigation and beyond.
🤗 As always, we’re open-sourcing everything: not just the model, but the training code (rLLM), dataset (R2EGym), and training recipe for full reproducibility.
🔥 Train DeepSWE yourself. Extend it. Build your own local agents. No secrets, no barriers.
DeepSWE and rLLM mark our major shift: from training language reasoners to building language agents that can truly learn from experience.
We believe the future of AI lies in experience-driven learning — and we’re here to democratize it.
Welcome to the era of experience. 🌍