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AIDevOS Multi-Agent Workflow

This document visualizes the collaboration workflow between different AI agents in the AIDevOS system.

Multi-Agent Collaboration Workflow

sequenceDiagram
    participant User as User/Business
    participant PM as PM Agent
    participant Backend as Backend Agent
    participant Frontend as Frontend Agent
    participant DevOps as DevOps Agent
    participant QA as QA Agent
    participant Security as Security Agent
    participant CI as CI/CD Pipeline
    
    User->>PM: Submit product idea/feature request
    
    rect rgb(240, 240, 240)
        Note over PM,Security: Architecture Planning Phase
        PM->>PM: Refine request into structured spec
        PM->>Backend: Request API & database design
        PM->>Frontend: Request UI/UX design
        PM->>DevOps: Request deployment strategy
        PM->>Security: Request security assessment
        
        Backend->>PM: Propose API & database design
        Frontend->>PM: Propose UI/UX design
        DevOps->>PM: Propose deployment strategy
        Security->>PM: Propose security measures
        
        PM->>Backend: Refine API & database design
        PM->>Frontend: Refine UI/UX design
        PM->>DevOps: Refine deployment strategy
        PM->>Security: Refine security measures
        
        Backend->>Frontend: Align API with UI requirements
        Backend->>DevOps: Align database with infrastructure
        Frontend->>QA: Define UI test cases
        DevOps->>Security: Review infrastructure security
        
        PM->>PM: Finalize architecture & task breakdown
    end
    
    rect rgb(245, 245, 255)
        Note over PM,CI: Development Phase
        PM->>CI: Submit architecture & tasks
        
        CI->>Backend: Generate backend code
        CI->>Frontend: Generate frontend code
        CI->>DevOps: Generate infrastructure code
        
        Backend->>CI: Review & refine backend code
        Frontend->>CI: Review & refine frontend code
        DevOps->>CI: Review & refine infrastructure code
        
        CI->>QA: Run automated tests
        QA->>CI: Report test results
        
        alt Tests Failed
            CI->>Backend: Fix backend issues
            CI->>Frontend: Fix frontend issues
            CI->>DevOps: Fix infrastructure issues
            Backend->>CI: Submit fixes
            Frontend->>CI: Submit fixes
            DevOps->>CI: Submit fixes
            CI->>QA: Re-run tests
        end
        
        CI->>Security: Run security scans
        Security->>CI: Report security issues
        
        alt Security Issues Found
            CI->>Backend: Fix security issues
            CI->>Frontend: Fix security issues
            CI->>DevOps: Fix security issues
            Backend->>CI: Submit fixes
            Frontend->>CI: Submit fixes
            DevOps->>CI: Submit fixes
            CI->>Security: Re-run security scans
        end
    end
    
    rect rgb(245, 255, 245)
        Note over PM,CI: Deployment Phase
        CI->>DevOps: Prepare deployment
        DevOps->>CI: Deploy application
        CI->>QA: Run integration tests
        QA->>CI: Report integration test results
        
        alt Integration Tests Failed
            CI->>Backend: Fix integration issues
            CI->>Frontend: Fix integration issues
            Backend->>CI: Submit fixes
            Frontend->>CI: Submit fixes
            CI->>DevOps: Redeploy application
            CI->>QA: Re-run integration tests
        end
        
        CI->>User: Deliver deployed application
    end
    
    rect rgb(255, 245, 245)
        Note over PM,CI: Monitoring & Evolution Phase
        DevOps->>DevOps: Monitor performance & usage
        DevOps->>PM: Report performance insights
        User->>PM: Provide feedback
        
        PM->>PM: Plan improvements
        PM->>Backend: Request backend optimizations
        PM->>Frontend: Request UI improvements
        PM->>DevOps: Request infrastructure scaling
        
        Backend->>CI: Submit backend optimizations
        Frontend->>CI: Submit UI improvements
        DevOps->>CI: Submit infrastructure scaling
        
        CI->>DevOps: Deploy updates
        DevOps->>User: Deliver improved application
    end
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Key Phases

1. Architecture Planning Phase

  • PM Agent refines user request into structured specification
  • Specialized agents propose designs for their domains
  • Agents collaborate to align their designs
  • PM Agent finalizes architecture and task breakdown

2. Development Phase

  • CI/CD Pipeline generates code based on architecture and tasks
  • Specialized agents review and refine the generated code
  • QA Agent runs automated tests
  • Security Agent runs security scans
  • Issues are fixed iteratively

3. Deployment Phase

  • DevOps Agent prepares and executes deployment
  • QA Agent runs integration tests
  • Integration issues are fixed iteratively
  • Deployed application is delivered to the user

4. Monitoring & Evolution Phase

  • DevOps Agent monitors performance and usage
  • User provides feedback
  • PM Agent plans improvements
  • Specialized agents implement improvements
  • Updates are deployed iteratively