Agent Planning & Control-Flow Patterns
Parent: AI Agent Ecosystems · researched 2026-05-31T23:44:29.539Z· 14 sources · 8 concepts · skill ai-agent-engineering
AI & agent-engineering family ROUTER. Split into: ai-agents-orchestration (agent frameworks, multi-agent, memory, planning, guardrails, coding/GUI agents, autonomous loops, eval); ai-rag-retrieval (RA
ai-agent-engineering
- AI & agent-engineering family ROUTER. Split into: ai-agents-orchestration (agent frameworks, multi-agent, memory, planning, guardrails, coding/GUI agents, autonomous loops, eval); ai-rag-retrieval (RAG, iterative retrieval, vector/graph datastores); ai-llm-model-layer (training, fine-tuning, alignment/RLHF, compression, inference serving, transformer/multimodal architecture, model selection, observability); ai-mcp-sdk-prompting (MCP servers/builder, Anthropic SDK, prompt engineering, context engineering, LLM frameworks, tool-search, prompt lookup). Route to the matching sub-hub. [source]
- This hub routes to on-demand reference files under references/. See each spoke for depth. [source]
Children
- ReAct (reason+act interleaving) + failure modes (frontier)
- Plan-and-Execute / Plan-and-Solve (frontier)
- ReWOO (reasoning without observation) (frontier)
- LLMCompiler (parallel function-call DAG) (frontier)
- Reflexion / Self-Refine + the intrinsic-self-correction caveat (frontier)
- Tree/Graph-of-Thoughts applied to acting (LATS) (frontier)
- Workflows vs Agents + the 5 Anthropic workflow patterns (frontier)
- Task decomposition & replanning on failure (frontier)
Frontier under this node: LLMCompiler (parallel function-call DAG), Plan-and-Execute / Plan-and-Solve, ReAct (reason+act interleaving) + failure modes, ReWOO (reasoning without observation), Reflexion / Self-Refine + the intrinsic-self-correction caveat, Task decomposition & replanning on failure, Tree/Graph-of-Thoughts applied to acting (LATS), Workflows vs Agents + the 5 Anthropic workflow patterns