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Deep Agents

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Deep Agents

this is a great 10 min video that’s absolutely worth your time

Deep Agent = planning tool (TODO lists) + subagents + filesystem + long detailed system prompt

seems like a deconstruction of why Claude Code works so well

www.youtube.com/watch?v=433S...
www.youtube.com
What are Deep Agents?
YouTube video by LangChain
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my hunch is that “filesystem” is flexible and really just “large long term memory with small references”

i.e. file names are just a convenient “pointer” to a larger chunk of memory that can be manipulated
8
2 hours later
deep research: chatgpt.com/share/688f72...

it just expands on what the video says, long form

* there’s no actual TodoRead tool, it just goes into the context as if the agent just said it
* clarifying examples on important parts of the prompt
* generally just expands on terse statements
chatgpt.com
ChatGPT - Deep agent implementation details
Shared via ChatGPT
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