Uploaded August 2026 | Updated September 2026, 2 weeks ago
Your AI agent cannot remember every file in your Second Brain. What it can do is learn how to find the right one.
In this episode, I'll show you how a tree of `INDEX.md` files lets an agent navigate thousands of notes without loading everything into its limited context window. It starts with one small index, follows the most promising branch, and only opens the actual file when it gets close to the answer.
This is called progressive disclosure. It is one of the most important ideas in building an AI system that remains useful as your collection grows.
This is Episode 14 of my Agentic AI: The No-Frills Way series.
#SecondBrain #KnowledgeManagement #AgenticAI
Your AI agent cannot remember every file in your Second Brain. What it can do is learn how to find the right one.
In this episode, I'll show you how a tree of `INDEX.md` files lets an agent navigate thousands of notes without loading everything into its limited context window. It starts with one small index, follows the most promising branch, and only opens the actual file when it gets close to the answer.
This is called progressive disclosure. It is one of the most important ideas in building an AI system that remains useful as your collection grows.
This is Episode 14 of my Agentic AI: The No-Frills Way series.
#SecondBrain #KnowledgeManagement #AgenticAI
