Build to Launch

Build to Launch

🔐 AI Builder Resources

Vibe Coding Builder's Playbook

Your complete AI-powered development system. From first project to production-ready applications, this playbook contains 18 self-contained comprehensive guides covering everything you need to ship with confidence.

Table of Contents

BEGINNER TRACK:

AI & CURSOR TRACK:

DATABASE TRACK:

SECURITY TRACK:

ARCHITECTURE & PLANNING:

DEPLOYMENT & OPERATIONS:

SPECIALIZED:

BEGINNER TRACK

Getting Started Fundamentals

Your complete introduction to AI-assisted coding. Learn what VibeCoding means, master the Framework-First Philosophy, understand how to use AI as a learning accelerator, and set up your development environment with confidence.

Self-contained guide covering:

  • What AI coding actually means (and what it doesn’t)

  • Should you use AI as a beginner? (balanced approach)

  • Framework-First Philosophy explained

  • The right way to use AI for coding

  • How to ask AI for coding help (with examples)

  • Learning framework: AI + Practice

  • Best practices and common mistakes to avoid

  • Your AI-assisted learning path

  • Complete environment setup

  • Sample AI conversations for beginners

1,701 lines • Everything you need to start building with AI

→ Read Getting Started Fundamentals

Choosing Your Stack

Complete tech stack decision guide. Cut through the overwhelm of hundreds of choices and make confident decisions about your frontend, backend, database, and deployment platform based on your specific project needs.

Self-contained guide covering:

  • Tech Stack Decision Tree (complete decision paths)

  • Static sites vs Full-stack SaaS

  • Framework selection checklist

  • VibeCoding tools by stage (no-code, low-code, full-code)

  • AI integration considerations

  • The Roast Test and real-world failure modes

  • Complete implementation roadmaps

2,475 lines • Make tech stack decisions with confidence

→ Read Choosing Your Stack

First Project Guide

Your complete first project workflow from planning to production deployment. Includes app architecture basics, database fundamentals, development setup, building features, testing, and getting your app live.

Self-contained guide covering:

  • Pre-project planning

  • App architecture basics (don’t overthink it)

  • Understanding databases (complete beginner fundamentals)

  • Development setup

  • Building your first features

  • Testing & validation

  • Complete deployment workflow

  • Post-launch checklist

  • Common first project mistakes

  • When to ask for help

3,503 lines • Complete first project from zero to live

→ Read First Project Guide

Bridge to Advanced

Your progression guide from beginner to professional AI coding. Contains all 7 AI Coding Bridges, 3 Architecture Bridges, and 3 Database Bridges with exercises and readiness checklists.

Self-contained guide covering:

  • Bridge 1: ChatGPT Questions → AI Management

  • Bridge 2: Using Tools → Cursor Rules

  • Bridge 3: Basic Conversations → Advanced Patterns

  • Bridge 4: Ad-hoc Fixes → Systematic Prevention

  • Bridge 5: Simple Projects → Team-Ready Code

  • Bridge 6: Hoping It Works → Crisis Confidence

  • Bridge 7: Learning Once → Knowledge Capture

  • Architecture progression (3 bridges)

  • Database progression (3 bridges)

  • Ready for advanced content checklist

1,838 lines • Complete progression path to advanced

→ Read Bridge to Advanced

AI & CURSOR TRACK

Cursor Setup Complete

Everything to set up and use Cursor effectively. Includes Master Universal .cursorrules template, framework-specific templates (Next.js + Supabase, Flask + PostgreSQL), complete GitHub automation setup, and MCP configuration.

Self-contained guide covering:

  • Master Universal .cursorrules Template (ready to copy)

  • SaaS Application Cursorrules (Next.js + Supabase)

  • Flask Webapp Cursorrules (Flask + PostgreSQL)

  • Cursor Rules Setup & Management

  • Cursor MCP Configuration (complete setup)

  • Format guide for Cursor

  • GitHub Automation Setup (500+ line complete guide)

1,464 lines • Everything for Cursor setup and usage

→ Read Cursor Setup Complete

AI Interaction Management

Complete guide to managing AI as your coding partner. Master communication strategies, develop the AI Manager mindset, coordinate multiple AI services, and customize AI rules for your specific project type.

Self-contained guide covering:

  • AI Interaction Patterns & Best Practices (14 strategies)

  • AI Management Mindset (14 sections)

  • The AI Manager Evolution (mental model shift)

  • Vibe Coding Principles (core philosophy)

  • Multi-Service AI Coordination (complete Python implementation)

  • Project-Specific AI Rules Customization (19 sections)

  • Domain-specific patterns (SaaS, E-commerce, Developer Tools, Healthcare, FinTech, EdTech)

2,035 lines • Master AI as coding partner

→ Read AI Interaction Management

AI Code Review

Complete AI code review methodology. Learn to identify AI-specific anti-patterns, perform performance-focused reviews, and ensure AI-generated code is production-ready.

Self-contained guide covering:

  • AI-Generated Code Review (specialized patterns)

  • Performance-Focused Code Review (from real case studies)

  • AI-specific anti-patterns with examples

  • Database optimization techniques

  • Frontend performance strategies

  • Complete performance testing workflow

  • Success criteria and metrics

920 lines • Complete AI code review methodology

→ Read AI Code Review

DATABASE TRACK

Database Fundamentals

Complete database guide from absolute basics to production setup. Covers PostgreSQL, Supabase, Flask + PostgreSQL production setup, and Next.js + Supabase development rules.

Self-contained guide covering:

  • Database fundamentals for beginners

  • Database Bridge Guide (progression path)

  • Database Selection & Optimization

  • PostgreSQL Sequence Management

  • Flask + PostgreSQL Production Setup (complete)

  • Next.js + Supabase Development Rules (complete)

  • All setup instructions and SQL queries inline

2,206 lines • Complete database fundamentals to production

→ Read Database Fundamentals

Database Crisis & Optimization

Complete database troubleshooting and optimization guide. All emergency procedures, recovery scripts, query optimization techniques, and crisis response workflows inline.

Self-contained guide covering:

  • Database Crisis Recovery (complete procedures)

  • Query Optimization (all strategies)

  • Performance Optimization (complete techniques)

  • Recovery Procedures (all scenarios)

  • Deadlock & Catch-22 Resolution

  • N+1 Query Elimination (complete patterns)

  • Emergency response at top

  • Advanced troubleshooting (partitioning, replication, security)

2,368 lines • Complete database troubleshooting and optimization

→ Read Database Crisis & Optimization

SECURITY TRACK

Security Fundamentals

Complete security practices from planning to deployment. Essential, advanced, and compliance security rules with framework-specific implementations and emergency response procedures.

Self-contained guide covering:

  • Pre-Development Security Setup (360 lines)

  • Essential Security Principles (5 core + AI rules)

  • Advanced Security Patterns (XSS, CSRF, file uploads, authorization)

  • Compliance and Regulatory Security (SOC2, GDPR, HIPAA)

  • Next.js Security Foundation (complete rules)

  • Flask Development Security (complete checklist)

  • Security Checklists & Templates

  • Emergency Response: Email Validation Attack

1,677 lines • Complete security from planning to incident response

→ Read Security Fundamentals

OAuth & Authentication

Complete OAuth/authentication guide. Full implementation with TypeScript, Python, and React code examples. Complete OAuth flows documented with provider setup instructions.

Self-contained guide covering:

  • Getting Started with Authentication (beginner guidance)

  • OAuth Implementation Security (token exposure prevention)

  • OAuth Callback Handling (complete implementation)

  • Complete OAuth Flow Implementation (unified callback)

  • OAuth Security Best Practices (advanced patterns)

  • Provider setup (Google, GitHub)

  • Testing and production deployment

  • Security checklists throughout

1,454 lines • Complete OAuth and authentication implementation

→ Read OAuth & Authentication

ARCHITECTURE & PLANNING

Architecture Patterns

Complete architecture decision guide. Learn when to use which patterns, resolve architecture confusion, and implement framework-specific patterns with real-world examples.

Self-contained guide covering:

  • Architecture Patterns & When to Use Them

  • Architecture Confusion Resolution

  • Architecture Bridge Guide (progression)

  • Framework-Specific AI Rules & Patterns

  • Real-world examples integrated throughout

  • Pattern selection decision trees

1,287 lines • Complete architecture decision guide

→ Read Architecture Patterns

Project Planning & Management

Complete project management methodology. Planning templates, development principles, chat extraction, skill development, slash commands, and multi-service coordination.

Self-contained guide covering:

  • Project Planning Templates

  • Development Principles & Philosophy

  • Coding Chat Session Extraction Prompt (complete)

  • Skill Development Guidelines

  • Slash Command Template

  • Slash Command - Writing Pattern Extraction

  • Multi-Service AI Coordination (complete code)

1,524 lines • Complete project management methodology

→ Read Project Planning & Management

DEPLOYMENT & OPERATIONS

Deployment & Production

Complete deployment guide with all steps, commands, and monitoring inline. Covers GitHub → Vercel/Railway/Netlify deployments, database deployment, environment variables, production readiness, and monitoring.

Self-contained guide covering:

  • Complete deployment workflow (GitHub → Deployment services)

  • Platform-specific deployments (Vercel, Railway, Netlify)

  • Database deployment (Supabase, Neon, Railway)

  • Environment variables management

  • Full production readiness checklist

  • Next.js + Supabase production setup

  • Flask + PostgreSQL production setup

  • Production monitoring and health checks (with code)

  • Common deployment problems and solutions

2,029 lines • Complete deployment from code to production

→ Read Deployment & Production

Emergency Rollback

Complete emergency response guide with all rollback procedures and commands inline. Covers deployment rollback, infrastructure rollback, performance degradation, and git crisis fixes.

Self-contained guide covering:

  • Deployment Emergency Rollback (2-minute response)

  • Infrastructure Rollback Procedures (all platforms)

  • DNS and CDN rollback

  • Database rollback and restoration

  • Performance Degradation Emergency (fixes)

  • Git Configuration Crisis Fix

  • Multi-account setup and SSH keys

  • Crisis communication templates

  • Platform-specific commands for all scenarios

1,531 lines • Complete emergency response and rollback

→ Read Emergency Rollback

SPECIALIZED

Debugging Systematic

Complete debugging and quick-action guide. Systematic debugging methodologies plus all 13 plug-n-play quick actions for common scenarios. All workflows and commands inline.

Self-contained guide covering:

  • Cross-System Debugging Methodology (complete)

  • Middleware Redirect Loop Debugging

  • 13 Plug-n-Play Quick Actions:

    • Systematic Debugging Expert

    • AI Cursor Rules Configuration

    • API & Integration Expert

    • Production Deployment Expert

    • Emergency Crisis Response

    • Performance Optimization

    • Quick Decision Guide

    • Security Audit Expert

    • Security Incident Response

    • SEO & Discoverability

    • New Project Setup

    • Outcome Validation

    • UI/UX Excellence

1,367 lines • Complete debugging and quick actions

→ Read Debugging Systematic

SEO & Performance Complete

Complete SEO and performance optimization guide. All 9 SEO checklists combined: content SEO, e-commerce SEO, Google Search Console, AI crawler optimization, local SEO, crisis response, monitoring, search performance, and redirects.

Self-contained guide covering:

  • Content SEO Optimization (topic authority, search intent)

  • E-Commerce & Product SEO (schema markup, pricing)

  • Google Search Console Setup (verification, Core Web Vitals)

  • AI Crawler Optimization (LLMS.txt, multi-platform schemas)

  • Local & Geographic SEO (Google Business Profile)

  • SEO Crisis Response (emergency triage)

  • SEO Monitoring & Automation (GitHub Actions)

  • Search Performance Optimization (database, caching, Elasticsearch)

  • Advanced Redirect Architecture (middleware, UUID→slug)

1,202 lines • Complete SEO and performance optimization

→ Read SEO & Performance Complete

UI/UX & API Integration

Complete UI/UX and API integration guide. Covers favicon implementation, UI consistency standards, external API integration patterns, design frameworks, and integration security.

Self-contained guide covering:

  • Favicon Implementation (all platforms and optimization)

  • UI Consistency & Excellence (layout, components, typography)

  • External API Integration (bridge patterns, error handling)

  • Plug-n-play UI & UX Design (expert framework)

  • Plug-n-play API Integration (patterns, security, testing)

  • Project customization templates

  • Production-ready code examples (JavaScript, Python, CSS, HTML, React)

3,285 lines • Complete UI/UX and API integration

→ Read UI/UX & API Integration

How to Use This Playbook

If you’re brand new to AI coding:

Start with the Beginner Track (files 01-04) in order. Each file is self-contained, so you won’t need to jump around.

If you’re setting up your tools:

Go straight to Cursor Setup Complete (file 05) for everything you need.

If you have a specific problem:

Use the specialized files (16-18) as quick reference guides. Each contains complete solutions inline.

Key Principle: Self-Contained Files

Every file in this playbook is completely self-contained. No “see other guide” cross-references. Everything you need for that topic is inline: code examples, commands, checklists, procedures. Read one file, master one topic.

Vibe Coding Builder’s Playbook by Jenny Ouyang • 18 comprehensive self-contained guides for AI-powered development

© 2026 Jenny Ouyang · Privacy ∙ Terms ∙ Collection notice
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