Beidi Chen

📘 Holiday read! From Software Engineer to AI Environment Architect 🚀 Tldr of our blog: We see an exciting future where engineers 👩‍💻 won’t stop coding — but the highest leverage shifts to designing the environments 🛝 where AI can think, build, and evolve. 🎬 Demo: Inspired by opinions from Andrej Karpathy Richard Sutton, our newly built framework Vortex shows this in a concrete action: by architecting the right environment in LLM serving systems, an agent from OpenHands can generate and implement new Sparse Attention algorithms on SGLang in a single run and deliver up to 4× ⏩ gains — work that normally takes an ML-systems engineer weeks. - In the short term, these environments let AI agents contribute meaningfully to real engineering work today. - In the long term, they become the playgrounds where future agents learn to surpass today’s limitations 💖. Get too excited by the demo, write a blogpost before the holidays with my great students chen zhuoming Yang Zhou who built it: Vortex code: Vortex doc: #MLOps #AIAgents #SystemsEngineering #AIInfrastructure #OpenSourceAI #AIOps #AIFrameworks #SparseAttention #AIResearch