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![cline Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1875995486110593024.png) Cline [@cline](/creator/twitter/cline) on x 46.4K followers
Created: 2025-07-11 19:56:00 UTC

What we're seeing from coding agent companies:

They're abandoning RAG (via vector embeddings) for code exploration.

Why?

Code doesn't think in chunks, and it confuses the agent.

& codebase context that's gathered like a senior developer would leads to better outcomes. 🧵


XXXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1943761211797254494/c:line.svg)

[Post Link](https://x.com/cline/status/1943761211797254494)