Memory vs. Context Window vs. RAG: What's the Difference?
Article summary
Quick briefing — cleaned from the original RSS feed
The context window is where the model works right now — fast, immediate, temporary, and bounded. It's the agent's working memory, nothing more. RAG is how relevant information gets fetched into that window — a retrieval technique. Memory is the persistent state that outlives the session. Memory uses RAG to retrieve, and always lands in the context window — but it's the same as neither. Three words, constantly confused Memory, context, and RAG get used almost interchangeably, and that…
1Key Takeaways
- The context window is where the model works right now — fast, immediate, temporary, and bounded.
- It's the agent's working memory, nothing more.
- RAG is how relevant information gets fetched into that window — a retrieval technique.
- Memory is the persistent state that outlives the session.
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — AI reports that the context window is where the model works right now — fast, immediate, temporary, and bounded.
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