Architect's Tech Stack

Jun 4, 2026 · Artificial Intelligence

How TencentDB Agent Memory Cuts Token Usage by 61% and Boosts Task Success

TencentDB Agent Memory, an open‑source hierarchical memory system for long‑running AI agents, offloads tool calls, structures short‑term and four‑layer long‑term memories, and reduces token consumption by 61% while raising task success rate 51% and persona accuracy from 48% to 76%, all running locally with SQLite and no API keys.