Deep Agents

LangChain's framework for sub-agent delegation

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Episodes

#5949: Inside Deep Research Agents: Claims, Citations, and the 84.7% Orchestrator Problem

Why 84.7% of citation errors originate at the orchestrator — and how a claim ledger fixes it.

Oct 14
#5948: LangGraph, LangChain, and Deep Agents in 2026

Runtime, framework, harness — how three LangChain layers actually fit together, and what changed in 2026.

Oct 14
#2540: Does Your AI Framework Change the Output?

Same model, same prompts, different harness. Does the plumbing change the water?

Apr 29
#2535: Inside LangChain's Deep Agents: What's Actually in the Box

A deep dive into the batteries-included agent harness with terminal CLI, sub-agents, and production-ready evaluation.

Apr 29
#1946: Why LangChain Built a Three-Layer Agent Stack

We unpack LangGraph, LangChain, and Deep Agents to reveal the deliberate hierarchy behind the ecosystem.

Apr 3
#1618: The Rise of AI Microservices: Beyond the Mega-Prompt

Say goodbye to mega-prompts. Explore the shift toward modular AI microservices, agentic hierarchies, and high-signal control artifacts.

Mar 27