268 lines
9.4 KiB
Plaintext
268 lines
9.4 KiB
Plaintext
📋 Automated Development Pipeline - Complete Current Context & Progress Report
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Last Updated: July 2, 2025 - Tech Stack Selector Integration VERIFIED WORKING
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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 2.2 (Day 10)
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Overall Progress: 40% Complete
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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 ⭐ VERIFIED
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Architecture Designer (port 8003) - pipeline_architecture_designer ✅ Healthy (Next to enhance)
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Code Generator (port 8004) - pipeline_code_generator ✅ Healthy
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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 - VERIFIED WORKING
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n8n Workflow: "Development Pipeline - Main"
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Webhook Trigger ✅ → HTTP Request (Requirement Processor) ✅ → HTTP Request1 (Tech Stack Selector) ✅ → [NEXT: Architecture Designer]
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VERIFIED Data Flow:
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1. Webhook Input (Working):
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json{
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"projectName": "My Blog App",
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"requirements": "A simple blog with user authentication and post creation",
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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": "My Blog App",
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"recommendations_summary": {
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"domain": "general_software",
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"complexity": "simple",
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"architecture_pattern": "monolithic"
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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": "medium"},
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"scale_analysis": {"estimated_scale": "medium"},
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"technical_patterns": {},
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"constraints": {...}
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}
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}
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}
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}
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3. Tech Stack Selector Configuration (Working):
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URL: http://pipeline_tech_stack_selector:8002/api/v1/select
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Method: POST
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Body Parameters (Using Fields Below):
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processed_requirements: {{ $json.data.recommendations_summary }} (Expression mode)
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project_name: {{ $json.data.project_name }} (Expression mode)
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4. Tech Stack Selector Output (Verified Working):
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json{
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"success": true,
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"data": {
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"project_name": "My Blog App",
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"analysis_metadata": {
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"processing_method": "rule_based_only",
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"confidence_score": 0.9,
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"claude_ai_status": "not_available"
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},
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"requirements_analysis": {
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"core_requirements": {
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"domain": "general_software",
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"complexity": "simple",
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"architecture_pattern": "monolithic"
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},
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"technical_requirements": {
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"security_level": "medium",
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"performance_needs": "medium",
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"realtime_needs": false
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},
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"constraints": {
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"team_considerations": {
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"recommended_size": "3-5",
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"skill_level": "mid_senior"
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}
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}
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},
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"stack_recommendations": [
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{
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"stack_name": "Enterprise Conservative",
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"category": "conservative",
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"confidence_score": 0.95,
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"frontend": [{"name": "React", "reasoning": "Conservative enterprise choice"}],
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"backend": [{"name": "Java Spring Boot", "reasoning": "Enterprise-proven"}],
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"database": [{"name": "PostgreSQL", "reasoning": "ACID-compliant"}],
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"infrastructure": [{"name": "Kubernetes", "reasoning": "Enterprise orchestration"}],
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"total_cost_estimate": "High ($15K-50K/month)",
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"implementation_complexity": "High",
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"time_to_market": "6-12 months"
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},
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{
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"stack_name": "Modern Balanced",
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"category": "balanced",
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"confidence_score": 0.9,
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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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"total_cost_estimate": "Medium ($5K-20K/month)",
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"time_to_market": "3-6 months"
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},
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{
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"stack_name": "Startup Cost-Optimized",
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"category": "cost_optimized",
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"confidence_score": 0.85,
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"frontend": [{"name": "Vue.js"}],
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"backend": [{"name": "Node.js"}],
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"total_cost_estimate": "Low ($500-5K/month)",
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"time_to_market": "1-3 months"
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}
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],
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"selection_guidance": {
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"recommended_stack": {
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"stack_name": "Modern Balanced",
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"reasoning": "Good balance of development speed and maintainability"
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},
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"implementation_priorities": [
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"Core application architecture and database design",
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"API development and integration points",
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"Frontend development and user experience"
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],
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"risk_mitigation": [
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"Provide additional training for complex technologies",
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"Implement robust testing processes"
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]
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}
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}
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}
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🎯 IMMEDIATE NEXT STEPS
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Current Task: Architecture Designer Integration
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Status: Ready to implement - Tech Stack Selector working perfectly
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Required Actions:
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Enhance Architecture Designer Service (port 8003)
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Input: Processed requirements + selected tech stack recommendations
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Output: Detailed system architecture, component design, data flow diagrams
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API: POST /api/v1/design
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Add HTTP Request2 Node in n8n
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URL: http://pipeline_architecture_designer:8003/api/v1/design
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Input: Combined data from previous services
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Body Parameters:
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processed_requirements: Full requirement analysis
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selected_stack: Recommended tech stack from previous service
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project_name: Project identifier
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Test Three-Service Flow
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Webhook → Requirement Processor → Tech Stack Selector → Architecture Designer
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🧪 WORKING TEST COMMANDS
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Webhook Test (Verified 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": "My Blog App",
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"requirements": "A simple blog with user authentication and post creation",
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"techStack": "React + Node.js"
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}'
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Service Health Verification:
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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 (next to enhance)
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🛠️ TECHNICAL CONFIGURATION DETAILS
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Docker Service Names (Verified):
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Service Name: tech-stack-selector (for docker-compose commands)
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Container Name: pipeline_tech_stack_selector (for docker logs/exec)
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n8n Workflow Configuration (Working):
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Workflow: "Development Pipeline - Main"
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Webhook: http://localhost:5678/webhook-test/generate
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HTTP Request1 Body Mapping:
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processed_requirements: {{ $json.data.recommendations_summary }}
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project_name: {{ $json.data.project_name }}
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Key Integration Points:
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Data Handoff: Requirement Processor passes recommendations_summary to Tech Stack Selector
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Response Structure: Tech Stack Selector returns comprehensive analysis with multiple stack options
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Next Service Input: Architecture Designer will receive both requirement analysis and selected stack
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🌟 VERIFIED ACHIEVEMENTS
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✅ Two-Service Pipeline Working:
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Requirement Processing: Natural language → structured analysis
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Tech Stack Selection: Requirements → multiple optimized technology recommendations
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Data Flow: Seamless JSON handoff between services
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AI Enhancement: Rule-based analysis with Claude AI integration capability
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✅ Rich Output Generated:
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Multiple Stack Options: Conservative, Balanced, Cost-Optimized
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Detailed Analysis: Technology pros/cons, cost estimates, timelines
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Implementation Guidance: Priorities, risk mitigation, team considerations
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Decision Support: Confidence scores, reasoning, trade-off analysis
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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): 40% ✅ (2 of 6 services enhanced)
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Phase 3 (Workflow Integration): 33% ✅ (2 of 6 services integrated)
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Next Milestone:
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Architecture Designer Enhancement - Transform tech stack recommendations into detailed system architecture with component diagrams, API specifications, and deployment strategies.
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🎯 CURRENT STATE: Two-service automated pipeline operational with intelligent requirement processing and comprehensive tech stack selection. Ready to proceed with architecture design automation. |