Automated planning
The process of generating a sequence of actions to achieve a specific goal. In the context of agentic-ai, this involves task-decomposition, environmental modeling, and LLM-based Planning.
Implementations
- Langchain DeepResearch
- An open-source, highly configurable agent built on the LangGraph framework.
- Capable of executing complex, multi-constraint planning tasks, such as generating cost-optimized, multi-destination travel itineraries.
Related Concepts
- Search Agents
- ReAct pattern
- Agentic Workflow
- Goal-Oriented Action Planning (GOAP)
2026 04 14 Langchain DeepResearch
Source Notes
- 2026-04-14: I Looked At Amazon After They Fired 16,000 Engineers. Their AI Broke Everything.
- 2026-04-10: NotebookLM Deep Research to AI Generated Professional Websites No Code · ▶ source
- 2026-04-07: Claude AI Excel Add in for Financial Modeling Overview and Tutorial · ▶ source
- 2026-04-21: Automating Travel Itineraries with AI and Google My Maps · ▶ source
- 2026-04-27: Claude AI · ▶ source