XHS Content Analysis

Source: source.md Topic: Using filesystems for agent context engineering Type: Dry Goods / Technical Concept (干货) Target Audience: AI Engineers, Agent Developers

Core Value

Explains why agents fail at context management (too many tokens, finding niche info) and how a simple filesystem solves this by acting as infinite, searchable memory.

Visual Flow Strategy

Use the "Problem vs Solution" structure.

1. Hook: Why agents fail (Context window overload).

2. Problems: 4 key challenges visualized.

3. Solution: The Filesystem as "Infinite Memory".

4. Deep Dive: How grep/ls beats semantic search.

5. Future: Agents learning by writing to files.

Style Recommendation

Style: michi (Make technical concept friendly and approachable) Layout: balanced (Mix of diagrams and key points)