Context Offloading

topic on 1 show · 1 statements across 1 episodes

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Martin: Agents should offload raw tool context to external storage
“Rather than just writing back the full context of your tool calls, which could be token heavy, write those to disk and you can write back a summary. It could be a URL, something so that the agent knows it's retrieved a thing. It can fetch that on demand, but y…”
Lance Martin Sep 11, 2025 ▶ 7:12 Context Engineering for Agents - Lance Martin, LangChain

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