English translation is being prepared.

Oct 14

1. 11:32

   Tencent Cloud Developer Community

   TencentDB Agent Memory Adapts to the JEV Decision Model: Letting Agents Call on Team Experience as Needed

   TencentDB Agent Memory introduces a pluggable decision service and adapts to the JEV decision model, delegating "whether to recall, which candidate assets to select, and whether to trigger a memory update" to an independent interface for judgment. In Skill recall tests, the input tokens repeatedly injected by the main model dropped from 24.96M to 15.04M, a reduction of nearly 40%, while the task success rate remained essentially flat; the number of long, difficult problems passed on SWE-bench Pro rose from 30% to 40%. On the memory generation side, total cost fell by 13.8%, L3 generation calls decreased by 39.7%, and JEV judgment cost accounted for only 0.72% of total cost.

   Expand summary