MEMORY.md: Helping AI Accumulate Experience Across Sessions
sujingshen · x · 2026-07-11
This is the third article in the "Knowledge Orchestration in the AI Era" series, focusing on MEMORY.md: how to enable AI to continuously accumulate experience and context across different sessions.
Placing this piece within a broader series, the author demonstrates their team's use of AI + structured knowledge bases for content production: generating 9 high-quality tech blogs in 7 days, gaining 1,000+ followers on X, and bringing in 300 in paid blog revenue.
The core message is that by explicitly writing experiences into reusable knowledge files, AI can rely on more than just a single conversation, gradually forming cross-session "memory" and workflow capabilities.
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