AI5 min read
Artificial Intelligence
The AI that remembers every failure it fixes, and gets better with each one
OpsMem couples a short-term memory (STM) for the evolving diagnostic state with a long-term memory (LTM) for reusable operational experience. Through a mechanism called cross-memory resonance, the system activates state-relevant experience from LTM to guide multi-agent diagnosis. On a Huawei microservice dataset, it outperformed agentic-reasoning and knowledge-augmented baselines by significant margins.
2026-08-03