Tencent Open-Sources Agent Memory to Cut Token Usage by 61%

"让 Token 消耗降低 61%"：腾讯开源 Agent Memory

Tencent Cloud open-sourced TencentDB Agent Memory, using context offloading and a Mermaid task canvas to reduce token usage by up to 61% in multi-task continuous sessions while supporting OpenClaw integration and local SQLite storage.

Why it matters: Tencent open-sourced Agent Memory with a 61% token-saving claim and context offloading, clearing HKR-H/K/R. It is not a flagship model release, so it sits in the lower 78–84 band.