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Inside LangChain's Deep Agents: What's Actually in the Box
We explore the LangChain deep agents repository — an open-source agent harness that ships with a full terminal-based coding CLI, sub-agents with isolated context windows, async delegation patterns, and a systematic evaluation framework. Unlike most "batteries included" frameworks, this one delivers planning tools, filesystem operations, shell access with structural security boundaries, portable skills, GitHub Actions integration, and multi-provider LLM support. The architecture is opinionated, production-ready, and built on LangGraph with streaming, persistence, and checkpointing. Episode…
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