AI Agents in Production (part 2)

From reactive chatbots to agents that plan, delegate, and think across extended timescales. We explore Deep Agents and the Recursive Language Models paradigm that's redefining AI in 2026.

What's the difference between a chatbot and an agent? A chatbot responds, an agent acts.

In this episode, we go deep on:

• Deep Agents: systems that plan and delegate like project managers
• Planning patterns: hierarchical decomposition, reactive planning, plan repair
• Recursive Language Models: context folding that enables multi-day tasks without degradation
• Production architectures: how Manus and Claude Code orchestrate complex agents
• The future: autonomous, collaborative, and metacognitive agents

The future of AI is in intelligent architecture around them.

This episode includes AI-generated content.