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From Lab to Life · Essay
The Agent Memory Problem — And Why Your Second Brain Might Be the Answer
How the race to solve AI agent memory led me back to markdown files, knowledge graphs, and the quiet power of a second brain.
- Published
- 14 May 2026
- Author
- Dr. Tali Režun
- Series
- The Curator
- Topics
- Agent Memory · AI Agents · Context Engineering · The Curator
A survey of how the industry is attacking agent memory (vendor memory products, vector stores, managed memory services, file-based memory), why context windows alone fail at agent scale ("context rot"), and why a compiled Markdown knowledge graph such as The Curator is a strong answer for persistent agent memory.