๐Ÿ“‹ Automated Development Pipeline - Complete Current Context & Progress Report Last Updated: July 3, 2025 - Architecture Designer with Claude AI Integration In Progress ๐ŸŽฏ PROJECT OVERVIEW Core Vision Build a fully automated development pipeline that takes developer requirements in natural language and outputs complete, production-ready applications with minimal human intervention. Success Metrics 80-90% reduction in manual coding for standard applications Complete project delivery in under 30 minutes Production-ready code quality (80%+ test coverage) Zero developer intervention for deployment pipeline Timeline Total Duration: 12-week project Current Position: Week 2.3 (Day 11) Overall Progress: 55% Complete โญ MAJOR PROGRESS ๐Ÿ—๏ธ COMPLETE SYSTEM ARCHITECTURE Project Location /Users/yasha/Documents/Tech4biz-Code-Generator/automated-dev-pipeline Production Architecture Vision React Frontend (Port 3000) [Week 11-12] โ†“ HTTP POST API Gateway (Port 8000) โœ… OPERATIONAL โ†“ HTTP POST n8n Webhook (Port 5678) โœ… OPERATIONAL โ†“ Orchestrates 6 Microservices (Ports 8001-8006) โœ… OPERATIONAL โ†“ Results Generated Application + Deployment Service Ecosystem (12 Services - All Operational) ๐Ÿข Infrastructure Layer (4 Services) PostgreSQL (port 5432) - pipeline_postgres โœ… Healthy Redis (port 6379) - pipeline_redis โœ… Healthy MongoDB (port 27017) - pipeline_mongodb โœ… Running RabbitMQ (ports 5672/15672) - pipeline_rabbitmq โœ… Healthy ๐Ÿ”€ Orchestration Layer (1 Service) n8n (port 5678) - pipeline_n8n โœ… Healthy & Configured URL: http://localhost:5678 Login: Pipeline Admin / Admin@12345 Webhook URL: http://localhost:5678/webhook-test/generate ๐Ÿšช API Gateway Layer (1 Service) API Gateway (port 8000) - pipeline_api_gateway โœ… Healthy ๐Ÿค– Microservices Layer (6 Services) Requirement Processor (port 8001) - pipeline_requirement_processor โœ… Enhanced & Working Tech Stack Selector (port 8002) - pipeline_tech_stack_selector โœ… Enhanced & Working Architecture Designer (port 8003) - pipeline_architecture_designer โœ… Enhanced with Claude AI (In Progress) ๐Ÿ”„ Code Generator (port 8004) - pipeline_code_generator โœ… Healthy (Next to enhance) Test Generator (port 8005) - pipeline_test_generator โœ… Healthy Deployment Manager (port 8006) - pipeline_deployment_manager โœ… Healthy ๐Ÿ“Š CURRENT WORKFLOW STATUS - TWO SERVICES WORKING, THIRD IN PROGRESS n8n Workflow: "Development Pipeline - Main" Webhook Trigger โœ… โ†’ HTTP Request (Requirement Processor) โœ… โ†’ HTTP Request1 (Tech Stack Selector) โœ… โ†’ HTTP Request2 (Architecture Designer) ๐Ÿ”„ โ†’ [NEXT: Code Generator] VERIFIED Data Flow (Working): 1. Webhook Input (Working): json{ "projectName": "E-commerce Platform", "requirements": "A comprehensive e-commerce platform with product catalog, shopping cart, payment processing, order management, user accounts, admin dashboard, and real-time inventory management.", "techStack": "React + Node.js" } 2. Requirement Processor Output (Working): json{ "success": true, "data": { "project_name": "E-commerce Platform", "recommendations_summary": { "domain": "ecommerce", "complexity": "complex", "architecture_pattern": "microservices" }, "detailed_analysis": { "rule_based_context": { "security_analysis": {"security_level": "high"}, "scale_analysis": {"estimated_scale": "high"}, "technical_patterns": {"payment_processing": true, "real_time": true} } } } } 3. Tech Stack Selector Output (Working): json{ "success": true, "data": { "project_name": "E-commerce Platform", "stack_recommendations": [ { "stack_name": "Enterprise Scalable", "category": "balanced", "confidence_score": 0.95, "frontend": [{"name": "React", "version": "18.x"}], "backend": [{"name": "Node.js", "framework": "Express.js"}], "database": [{"name": "PostgreSQL", "cache": "Redis"}], "payment_integration": ["Stripe", "PayPal"], "total_cost_estimate": "High ($20K-60K/month)", "time_to_market": "4-8 months" } ] } } 4. Architecture Designer Configuration (In Progress): Service Name: architecture-designer (for docker-compose commands) Container Name: pipeline_architecture_designer URL: http://pipeline_architecture_designer:8003/api/v1/design Method: POST Status: โœ… Service running, ๐Ÿ”„ Claude AI integration in progress n8n HTTP Request2 Node Configuration: URL: http://pipeline_architecture_designer:8003/api/v1/design Method: POST Send Body: ON Body Content Type: JSON Specify Body: Using Fields Below Body Parameters: Field 1: processed_requirements โ†’ $input.first().json (Expression mode) Field 2: selected_stack โ†’ $node["HTTP Request1"].json.data (Expression mode) Field 3: project_name โ†’ $input.first().json.data.project_name (Expression mode) ๐ŸŽฏ CLAUDE AI INTEGRATION STATUS โœ… VERIFIED WORKING CONFIGURATION API Key: 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 Status: โœ… API key validated and working Correct Model: claude-3-5-sonnet-20241022 API Version: 2023-06-01 Integration Status: ๐Ÿ”„ In progress - fixing anthropic library version compatibility Current Issue Being Resolved: Problem: module 'anthropic' has no attribute 'Anthropic' Solution: Updated code to support multiple anthropic versions (0.2.10, 0.3.11, 0.7.x) Status: Code updated, deployment in progress Enhanced Architecture Designer Features (When Working): โœ… Claude AI-First Approach - No hardcoded responses โœ… Dynamic Intelligence - Analyzes actual data from previous services โœ… Project-Specific Design - Custom components, APIs, database schemas โœ… Domain Expertise - E-commerce, fintech, healthcare, social media patterns โœ… Comprehensive Output - Frontend + backend + security + testing + deployment ๐Ÿงช WORKING TEST COMMANDS Complete Pipeline Test (Services 1-2 Working): bashcurl -X POST http://localhost:5678/webhook-test/generate \ -H "Content-Type: application/json" \ -d '{ "projectName": "E-commerce Platform", "requirements": "A comprehensive e-commerce platform with product catalog, shopping cart, payment processing, order management, user accounts, admin dashboard, and real-time inventory management. Needs to handle high traffic and be secure for payment processing.", "techStack": "React + Node.js" }' Individual Service Health Checks: bashcurl http://localhost:8001/health # Requirement Processor โœ… curl http://localhost:8002/health # Tech Stack Selector โœ… curl http://localhost:8003/health # Architecture Designer ๐Ÿ”„ curl http://localhost:8004/health # Code Generator (next to enhance) Architecture Designer Testing: bash# Check Claude AI status curl http://localhost:8003/health # Test architecture design curl -X POST http://localhost:8003/api/v1/design \ -H "Content-Type: application/json" \ -d '{ "processed_requirements": { "requirements_analysis": { "core_requirements": { "domain": "ecommerce", "complexity": "complex" } } }, "selected_stack": { "stack_recommendations": [ { "stack_name": "Modern Full-Stack", "frontend": [{"name": "React"}], "backend": [{"name": "Node.js"}], "database": [{"name": "PostgreSQL"}] } ] }, "project_name": "E-commerce Platform" }' ๐Ÿ› ๏ธ TECHNICAL CONFIGURATION DETAILS Docker Service Names: requirement-processor / pipeline_requirement_processor tech-stack-selector / pipeline_tech_stack_selector architecture-designer / pipeline_architecture_designer n8n Workflow Configuration: Workflow Name: "Development Pipeline - Main" Webhook: http://localhost:5678/webhook-test/generate Current Nodes: Webhook โ†’ HTTP Request โ†’ HTTP Request1 โ†’ HTTP Request2 (in progress) Claude AI Configuration: Environment Variable: CLAUDE_API_KEY=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 Library Version: anthropic==0.3.11 (compatible version) Model: claude-3-5-sonnet-20241022 Max Tokens: 8000 Temperature: 0.3 ๐Ÿš€ IMMEDIATE NEXT STEPS (Week 2 Completion) Current Task: Complete Architecture Designer Claude AI Integration Status: ๐Ÿ”„ In progress - fixing library compatibility Steps to Complete: Fix Anthropic Library Version: bashcd /Users/yasha/Documents/Tech4biz-Code-Generator/automated-dev-pipeline/services/architecture-designer # Update requirements.txt with anthropic==0.3.11 # Rebuild: docker compose build architecture-designer Verify Claude AI Working: bashdocker logs pipeline_architecture_designer --tail 10 # Should show: "Claude AI initialized with [API version] - ready for dynamic architecture design" Test Complete 3-Service Flow: bash# Test webhook โ†’ requirement โ†’ tech stack โ†’ architecture curl -X POST http://localhost:5678/webhook-test/generate [test data] Add HTTP Request2 to n8n Workflow: Open http://localhost:5678 (Pipeline Admin / Admin@12345) Configure HTTP Request2 node with architecture designer endpoint Test complete 3-service workflow Next Phase: Code Generator Enhancement (Week 3) Objective: Transform architecture designs into actual code files Input: Complete architecture design from Architecture Designer Output: Generated frontend and backend code files Features: React components, Node.js APIs, database migrations, config files ๐ŸŒŸ MAJOR ACHIEVEMENTS โœ… Two-Service AI Pipeline Operational: Requirement Processing: Natural language โ†’ structured analysis โœ… Tech Stack Selection: Requirements โ†’ optimized technology recommendations โœ… Architecture Design: Requirements + Stack โ†’ comprehensive full-stack architecture ๐Ÿ”„ โœ… Claude AI Integration Progress: API Key Validated: โœ… Working with correct model and headers Dynamic Prompt System: โœ… Sends actual data from previous services Intelligent Analysis: ๐Ÿ”„ Claude analyzes real requirements, not templates Comprehensive Output: ๐Ÿ”„ Frontend + backend + security + testing + deployment โœ… Production-Ready Infrastructure: 12-Service Ecosystem: All services operational n8n Orchestration: Workflow automation platform configured Docker Environment: Complete containerized system Health Monitoring: All services with health checks ๐ŸŽฏ WEEK 2 SUCCESS CRITERIA โœ… Completed: Service Health Monitor Workflow Requirement Processor Enhancement with AI Tech Stack Selector Enhancement with AI Claude API Key Validation and Configuration ๐Ÿ”„ In Progress: Architecture Designer Claude AI Integration (90% complete) Complete 3-service n8n workflow testing ๐Ÿ“‹ Week 2 Deliverables Status: Infrastructure Foundation: โœ… 100% Complete AI Service Enhancement: โœ… 66% Complete (2 of 3 services) Workflow Integration: โœ… 66% Complete (2 of 3 services integrated) Claude AI Integration: ๐Ÿ”„ 90% Complete (API working, fixing library) ๐ŸŽฏ PROJECT TRAJECTORY Completion Status: Phase 1 (Infrastructure): 100% โœ… Phase 2 (Service Enhancement): 66% โœ… (2 of 3 services enhanced with AI) Phase 3 (Workflow Integration): 66% โœ… (2 of 3 services integrated) Phase 4 (Claude AI Integration): 75% โœ… (API working, fixing deployment) Critical Path for Week 2 Completion: Fix Architecture Designer Claude Integration (1-2 hours) Test Complete 3-Service Workflow (30 minutes) Document Working System (30 minutes) Prepare for Code Generator Enhancement (Week 3) ๐ŸŽฏ CURRENT STATE SUMMARY Status: 2.5-service automated pipeline with Claude AI integration 90% complete Working Components: โœ… Complete infrastructure ecosystem (12 services) โœ… Intelligent requirement processing with Claude AI capability โœ… Comprehensive tech stack selection with multiple optimization strategies ๐Ÿ”„ AI-powered architecture design (Claude integration in final stages) Immediate Goal: Complete Architecture Designer Claude AI integration to achieve full 3-service intelligent pipeline with comprehensive architecture generation. Next Milestone: Code Generator enhancement for actual code file generation, moving toward complete automated development pipeline. ๐Ÿš€ RESUME POINT: Fix anthropic library compatibility in Architecture Designer, verify Claude AI integration, test complete 3-service workflow, then proceed to Code Generator enhancement for Week 3.