Human-in-the-Loop
Pattern
ADV·Dec 25

Human in the Loop Plan Builder Agent

Uses ToolLoopAgent pattern to gather requirements and generate plans. Generates markdown plans with structured todo lists.

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Human in the Loop Plan Builder Agent preview

Problems Solved

  • Interactive plan building through conversation
  • Structured todo list generation with dependencies
  • Iterative plan refinement with user feedback
  • Human-in-the-loop approval workflows
  • Dynamic question generation with generateObject
  • Markdown plan rendering with sections

Use Cases

  • Project planning and task breakdown
  • Feature implementation planning
  • Migration and upgrade planning
  • API integration planning
  • Performance optimization planning
  • CI/CD pipeline setup planning

AI SDK APIs

ToolLoopAgenttool(generateObjecttoModelOutputhasToolCallstepCountIsuseChatcreateUIMessageStreamstreamText

Tags

aihuman-in-the-loopplanningtodo-listmarkdowniterative-refinementapproval-workflowsai-sdktool-loop-agentgenerate-objectstreaming

Requirements

Node.js
24+
Memory
512MB
Other
  • OpenAI API key

Environment Variables

External Services

openai

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End of Pattern