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·Opinion

Complex agent work is turning into an orchestration problem

The deepagents trend says the hard part of AI work is moving from prompting to coordination.

GitHub Trending landed on something interesting today: langchain-ai/deepagents. LangChain's deepagents pairs planning, a filesystem backend, and subagents for complex tasks.

what I keep noticing

I think this is where the agent market is growing up. People are finally admitting that hard tasks need structure, memory, and delegation instead of endless faith in one giant prompt.

what I would build around

The best systems will make orchestration feel dull in the best possible way. When delegation, state, and recovery stop feeling magical, teams will trust agents with bigger jobs.

That is usually how real product categories mature. The glamour fades. The utility stays.