Tencent AI (@TencentAI_News) “🤯Introducing Team Memory, same idea as Agent Memory, except your teammates' age”

2026.08.06 07:50

🤯Introducing Team Memory, same idea as Agent Memory, except your teammates' agents can read it too 2.0.0 beta out today, and the repo hit #1# on github's typescript trending this week Highlights: > Solo builders: one place to manage memory across all your agents and AI tools, chat, code, tasks. Built for the one-person company > Teams: a shared memory hub that turns conversations, docs and code into four reusable assets, Chat Memory, Skill, LLM-Wiki, Code-Graph, governed and shared across agents and frameworks changelog and repo →

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Tencent AI@TencentAI_News

2026.05.14 07:14

We spent 6 months on one problem: agents losing context in long sessions. Ended up building and open-sourcing an agent memory system. A few things we learned: 🪄compressing stale context mid-session cut token usage by 61% 🪄giving agents a structured task map (mermaid-based) made them way less likely to lose track in 30+ step workflows 🪄persona coherence jumped from 48% to 76% once we added dedicated persona memory repo 👉 Agent memory is genuinely hard and we don't have all the answers. Happy to dig into architecture, benchmarks, tradeoffs, whatever. AMA👇 @TencentDBAbxo2 team is here to talk about it.

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