Writing

Notes on agent working environments, context infrastructure, memory, retrieval, and data systems.

Essays

Aug 24, 2026 9 min read EN

When Intelligence Becomes Abundant: Organizing the Shared Information World of Humans and AI Agents

As AI agents become abundant, the bottleneck shifts from reasoning to coherent shared information. A systems view of multi-writer data integration, memory, and context infrastructure.

中文 →
May 21, 2026 15 min read EN

The Next Generation of Context Management: Maintaining the Model's Perceivable World

Next-generation context management is not just about putting information into the window, but about maintaining the information environment the model can perceive.

中文 →