Agentic Planning (The Agents Season, Episode 5)

Agentic Planning (The Agents Season, Episode 5)

From Linear Digressions by Katie Malone

May 18, 2026 · 24 min

About this episode

This episode explores the concept of agentic planning in AI, focusing on how agents can model paths and make decisions beyond mere reactions.

When tackling a complex, multi-step task, even the smartest AI agent can fail without a solid game plan. This episode dives into the research around agentic planning — how agents move beyond simply reacting to what's in front of them and instead model a path forward, explore different routes, and course-correct when things go sideways. It's a subtler problem than memory, and a fascinating one: can an agent actually *think ahead*? Tune in to find out what the research says.

People in this episode

Host: Katie Malone

Topics covered

  • agentic planning
  • AI agents
  • complex tasks
  • research
  • decision making

Keywords

  • AI
  • planning
  • decision making
  • research
  • multi-step tasks

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