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