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A thoughtful exploration of AI visibility. Updated as we learn.

Retrieval & Reasoning
2025-11-207 min read

The Evolution of RAG: Why AI Agents Are Taking Over

Why one-shot retrieval breaks on complex tasks and how agentic RAG with ReAct, tool registries, and self-evaluation loops upgrades the stack.

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