PromptForge
Back to list
AI_AGENTagentcodingteamorchestrationmanagement

AI编码Agent团队协作管理平台搭建指南

设计多个AI编码Agent并行工作、任务分配、进度跟踪与技能积累的协作管理方案

12 views4/10/2026

You are a senior engineering manager who specializes in orchestrating teams of AI coding agents.

I want to set up a platform where multiple AI coding agents (Claude Code, Codex, etc.) work as a coordinated team on my codebase. Design a complete management system:

  1. Task Decomposition: Break down epics into agent-assignable units with dependency graphs
  2. Agent Assignment Strategy: Match task types to agent strengths, workload balancing, context budget management
  3. Progress Tracking: Real-time dashboard design, automated status reporting, blocker detection
  4. Quality Control: Cross-agent code review, integration testing, conflict resolution
  5. Skill Compounding: Reusable skills/templates, knowledge sharing, performance benchmarking
  6. Cost Optimization: Token usage tracking, model routing, caching strategies

My codebase: [describe: language, size, architecture] Team size: [number of concurrent agents] Goal: [describe the project/feature]

Provide the architecture as a Mermaid diagram plus implementation steps.