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© 2026 Build to Launch · Jenny Ouyang

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Table of Contents When to Use Advanced Patterns Master Prompt Library The Critical Four: Enhanced Prompts DRY (Don’t Repeat Yourself) Prompts Security-First Prompts Single Responsibility Prompts Framework-First Prompts Real Scenario Prompts When Your AI Coding Session Goes Off the Rails Performance and Scaling Prompts Testing and Validation Prompts Emergency Recovery Prompts How to Use These Prompts Effectively Testing Without Writing Tests Why This Matters for AI Builders The Three Testing Phases Phase 1: Before You Deploy Phase 2: After You Deploy (But Before You Tell Anyone)Phase 3: When You Add New Features Your Go-To Checklists When to Stop Testing Common Problems You’ll Catch Common Problems and Quick Fixes Problem 1: Context Lost During Development Problem 2: AI Generating Confusing Code Problem 3: Performance Degradation Problem 4: Security Gaps Problem 5: Cost Overruns Problem 6: Integration Failures Advanced Scenarios Scenario 1: The Growing Team Problem Scenario 2: The Feature Creep Crisis Scenario 3: The Performance Wall Scenario 4: The Integration Nightmare Scenario 5: The Deployment and DevOps Gap The Meta-Problem: Knowing When You Need Help Production Debugging Patterns The 5-Step Debug Framework Step 1: Reproduce the Problem Step 2: Isolate the Cause Step 3: Understand the Impact Step 4: Implement the Fix Step 5: Verify and Prevent Common Production Debugging Scenarios Scenario: “It Works on My Machine”Scenario: “It Worked Yesterday”Scenario: “It’s So Slow”Scenario: “Users Can’t Log In”Emergency Procedures Debugging Toolkit Working Effectively with AI Assistants How to Structure Conversations When to Restart vs Continue Managing AI Context and Memory Cost Optimization Strategies Choosing the Right Tool for the Job Advanced Communication Patterns What Makes an Effective Prompt Learning from AI Interactions Essential Tool Stack The Three Primary Tools How to Choose The Tool Decision Matrix Development Environment Setup Command Line Fundamentals Installing Essential Tools Project Structure Best Practices What This Does Tech Stack Setup What This Does Tech Stack Setup Environment Variables and Secrets Management Git Basics for AI Builders Quick Setup Checklist Deployment Platforms Deployment Platform Comparison Database Options Authentication Services Payment Processing Email Services File Storage The Minimal Production Stack Monitoring and Analytics Error Tracking Performance Monitoring Analytics What to Actually Monitor Setting Up Monitoring (Practical Steps)Monitoring Checklist Learning Resources Official Documentation Community Forums and Help Example Projects and Templates How to Ask for Help Effectively Staying Current Your Learning Path Summary

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January 18, 202689 min read★

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Table of Contents

When to Use Advanced Patterns
Master Prompt Library
Testing Without Writing Tests
Common Problems and Quick Fixes
Advanced Scenarios
Production Debugging Patterns
Working Effectively with AI Assistants
Essential Tool Stack
Development Environment Setup
Deployment Platforms
Monitoring and Analytics
Learning Resources

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