Multi-Step & Parallel

Pattern

Parallel Processing Pattern

Process content with multiple AI agents running simultaneously. Demonstrates concurrent analysis for faster results.

IntermediateOct 2025View the full pattern on desktop
Parallel Processing Pattern preview

Problems solved

  • Run multiple generateText analyses concurrently with Promise.all
  • Fan out content review across specialized perspectives
  • Aggregate parallel agent results into one response

Use cases

  • Multi-perspective document review
  • Business intelligence content analysis
  • QA review that scores several dimensions at once
  • Decision-support briefs from concurrent agents

AI SDK APIs

generateTextgateway

Tags

aiparallel-processingai-agentsserver-actionscontent-analysisdemo

Requirements

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

Environment variables

External services

openai

Ready to use?

View the full interactive pattern with live preview and copy the source code.

View the pattern on desktop

Related patterns

Multi-Step Tool PatternExecute multi-step workflows with typed tools. Includes streaming, tool chaining, and decision-making for automated tasks.Oct 2025
Evaluator-Optimizer PatternImprove output quality with dual agents. Evaluator analyzes quality while optimizer refines results through iterative feedback.Oct 2025
Orchestrator-Worker PatternCoordinate multiple worker agents for project management. Handles task distribution, progress tracking, and result synthesis.Oct 2025
HIL Inquire Multiple ChoiceGather information through AI-driven multiple choice questions. Includes approval workflows and real-time rendering.Oct 2025