Tencent open-sources team memory hub for AI coding agents

Tencent Cloud released TencentDB Agent Memory v2.0, an MIT-licensed, self-hosted memory system that converts conversations, documents, and code into four reusable asset types: Chat Memory, Skill, LLM-Wiki, and Code-Graph. It integrates with Claude Code, OpenClaw, Hermes, and CodeBuddy, and uses access-control lists to decide which agent can see which asset and version.

Why it matters: Most agent-memory tools focus on retrieval; Tencent's bet is that governance -- who gets to see what, and which version is authoritative -- is the harder problem once multiple agents and team members share a codebase. As coding agents multiply inside organizations, shared, access-controlled memory starts to look like infrastructure rather than a nice-to-have.