The Production Playbook: Advanced Patterns

For complex projects that need more than the basics

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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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When to Use Advanced Patterns

Use these patterns when:

• You’ve completed the 30-min and 2-hour challenges

• Your project has 3+ external integrations

• You need background processing or scheduled jobs

• You’re building complex state machines

• You need advanced error recovery strategies

Don’t use these yet if:

• You haven’t completed the basic challenges

• Your project is straightforward (1-2 APIs, simple flows)

• You’re still learning the 5-Round methodology

• You’re building your first AI-assisted project

The 5-Round Planning Method works for both simple and complex projects. The difference is in execution, not planning.

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Master Prompt Library

The Reality: AI tools are powerful, but they need clear guidance to avoid common mistakes. This section provides copy-paste prompts that have been tested in real projects and refined based on what actually works.

Why This Matters: You shouldn’t reinvent the wheel every time you need AI to follow best practices. These prompts include built-in safeguards for the most common AI mistakes.