Blog
- May 12, 2026
Let AI Agents Write Your Serving Stack with VibeServe
Keisuke Kamahori, Shihang Vic Li, Simon Peter, Baris Kasikci
We present VibeServe, a multi-agent system that synthesizes a complete LLM serving runtime end-to-end, specialized to a user-specified model, hardware, and workload.
- research
- agents
- systems
- llm serving
- Mar 17, 2026
The Long Game: How Agents That Remember Resolve Operational Issues Faster
Vic Shihang Li, Thomas Anderson, Ratul Mahajan, Simon Peter, Luke Zettlemoyer, and the SDS team
AI agents that autonomously resolve operational issues can deploy and keep complex applications healthy — but only if they remember what they've learned. We present the Self-Defining Operator (SDO), a multi-agent system with long-term memory that cuts deployment iterations by 2.5x and mean time to resolution by 38%.
- research
- agents
- systems
- operations