Lee's Notes
Building AI-native tools, coding agents and scalable systems.
Latest Posts
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TencentDB Agent Memory: Share Experience, Not Privacy
A deep dive into Tencent's open-source Agent Memory project — layered memory architecture, four asset types, Loadout mechanism, and comparisons with Mem0, LangGraph Memory, and Zep.
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How to Report at Work: A High-ROI Skill
A practical guide to reporting at work — the reality of the information gap, four common traps, one framework that is enough, and how to make data tell a business story.
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Pi Agent Design Philosophy: From Bare-Bones to Light Harness
What Pi Agent cut away tells you more than what it kept. Six key decisions behind its "light harness" philosophy, plus 5 takeaways for building your own harness.
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All in Agent: Integrating Workflows into the Agent
In the Agent era, the default entry point for operations is no longer the platform UI, but the Agent itself.
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Agent Memory Management: A Layered Framework for Long-Term Context
A practical framework for organizing what agents should remember, what they should forget, and when to update — answering what to keep, what to discard, and when to promote.