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From Prompt to Production: AYW Workflow Case Study

DEV Community·Leo Laish·29 days ago
#Osfn2YWu
#hour#ai#websockets#tutorial#security#audit
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From Prompt to Production: AYW Workflow Case Study How we built a production-ready customer support chatbot in 6 hours (with full understanding, security review, and audit trails). The Challenge Build a customer support bot that can: Handle 500+ concurrent users Integrate with Zendesk ticketing Support English + Spanish Maintain audit logs for SOC2 compliance Deploy on AWS with auto-scaling Traditional estimate: 2-3 weeks AYW approach: 6 hours Hour 1: Architecture Decisions (Human-Led) Instead of generating code immediately, AYW guided us through decisions: AYW: "For 500+ concurrent users, I recommend: - Backend: Node.js + Express (your team's stack) - Database: PostgreSQL (relational tickets + audit logs) - Caching: Redis (session management) - Deployment: Docker + AWS ECS Alternative: Python + FastAPI (faster dev) Which fits your team's expertise?" Us: "Node.js + Express - team is comfortable with JavaScript." AYW: "Great choice. I'll generate the project structure with explanations.…

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