Zing Forum

Reading

iforgeAI: A Software Delivery Team Composed of 10 Professional AI Agents

iforgeAI provides 10 professional-role AI Agents for GitHub Copilot, Claude Code, Codex CLI, and Trae, covering Product Manager, Architect, Database Designer, UI Designer, Project Manager, Frontend Engineer, .NET Engineer, Java Engineer, Python Engineer, QA, and DevOps, forming a structured software delivery process.

iforgeAIAI AgentGitHub CopilotClaude CodeCodex CLITrae多Agent协作软件交付DevOps全栈开发
Published 2026-04-16 20:15Recent activity 2026-04-16 20:23Estimated read 5 min
iforgeAI: A Software Delivery Team Composed of 10 Professional AI Agents
1

Section 01

Introduction / Main Floor: iforgeAI: A Software Delivery Team Composed of 10 Professional AI Agents

iforgeAI provides 10 professional-role AI Agents for GitHub Copilot, Claude Code, Codex CLI, and Trae, covering Product Manager, Architect, Database Designer, UI Designer, Project Manager, Frontend Engineer, .NET Engineer, Java Engineer, Python Engineer, QA, and DevOps, forming a structured software delivery process.

2

Section 02

Background: Collaboration Challenges in AI-Assisted Development

With the popularity of AI coding assistants like GitHub Copilot, Claude Code, and Codex CLI, developers have gradually realized a key issue: while individual AI assistants are powerful, in complex software delivery scenarios, the lack of multi-role collaboration and process control leads to unstable output quality, context loss, and hard-to-maintain technical debt.

iforgeAI was born to solve this problem. It is not just a collection of prompts, but a complete multi-Agent collaboration framework that simulates the role division and workflow of a real software team.

3

Section 03

Core Architecture: 10 Professional AI Agents

iforgeAI defines 10 professional roles, each Agent having clear inputs, outputs, and handover points:

4

Section 04

Product and Design Layer

  • @product-manager: Responsible for requirement analysis, converting business requirements into technical specifications
  • @architect: Responsible for architecture design, defining system structure and component relationships
  • @dba: Responsible for database design, including schema design and performance optimization
  • @ui-designer: Responsible for user interface design, outputting design specifications and component recommendations
5

Section 05

Engineering Implementation Layer

  • @frontend-engineer: Frontend development, supporting mainstream frameworks like Vue and React
  • @dotnet-engineer: .NET backend development, C# tech stack
  • @java-engineer: Java backend development, Spring Boot tech stack
  • @python-engineer: Python backend development, FastAPI tech stack
6

Section 06

Quality and Delivery Layer

  • @qa: Quality assurance, test case design and defect management
  • @devops: Operations and delivery, Docker configuration and CI/CD pipelines
7

Section 07

Coordinator: digital-team

@digital-team is the core coordination Agent, responsible for connecting the entire team into a sequential workflow. It sets up manual gate reviews between stages to ensure human confirmation at key decision points.

The workflow starts with the /init-project command, which automatically builds the .ai/ directory structure, then enters Agent mode where the user describes the iteration goal, and the coordinator assigns tasks to the corresponding professional Agents.

8

Section 08

Multi-Platform Support

The unique advantage of iforgeAI lies in its cross-platform compatibility:

  • GitHub Copilot: Natively integrated with VS Code, supporting visual configuration via Prompt UI
  • Claude Code: Official CLI tool from Anthropic
  • Codex CLI: Official CLI tool from OpenAI
  • Trae / Trae CN: ByteDance's AI IDE, supporting one-click addition of shared Agents

This multi-platform strategy allows teams to choose flexibly based on their actual toolchain without being locked into a single ecosystem.