• Chaining Prompts: Get AI to Write Entire Features in One Session

    Chaining Prompts: Get AI to Write Entire Features in One Session I tested this myself. Here is the honest take. How do you chain prompts for complex features? Chain prompts by breaking a feature into sequential steps. First prompt: architecture plan. Second: data model. Third: API routes. Fourth: UI components. Fifth: tests. Each prompt builds…

  • Environment Variables and Secrets in AI-Built Apps

    Environment Variables and Secrets in AI-Built Apps I tested this myself. Here is the honest take. Why does the AI always hardcode secrets? The AI hardcodes secrets because that is what training data shows — public repos with hardcoded keys. It does not think about security. I found hardcoded database URLs in 8 out of…

  • Production Readiness Checklist for AI-Built Apps

    Production Readiness Checklist for AI-Built Apps I tested this myself. Here is the honest take. What makes an AI-built app production-ready? Production readiness means: all secrets in environment variables, rate limiting on public endpoints, error logging to an external service, health check endpoint, graceful shutdown handling, database connection pooling, automated tests passing, and security audit…

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