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) Clip title: Convert NotebookLM Into Stunning Website (No Coding Required) Author / channel: [[entities/gurru-tech-solutions|Gur (NotebookLM Deep Research to AI-Generated Professional Websites No Code)