Planning and Reasoning Strategies — AI Agent Development Roadmap
How agents decide what to do next
Steps in Planning and Reasoning Strategies
- Chain-of-Thought Reasoning for Agents — beginner · Using intermediate reasoning steps to improve decision quality
- ReAct and Reasoning-Action Patterns — beginner · Interleaving reasoning and tool use in a structured loop
- Task Decomposition — beginner · Breaking a complex goal into smaller, executable steps
- Planning Under Uncertainty — beginner · Handling situations where an agent doesn't have complete information
- Self-Reflection and Self-Correction — beginner · Having an agent evaluate and revise its own intermediate outputs
Part of
- AI Agent Development roadmap — the full learning path