handbook · Foundations
Beginner
Vibecoding 101
The Crash Course
A 5-chapter narrative journey from the transcript: 'The Rise of Vibecoding'. Learn why English is the hottest new programming language.
03 · Learning District
Learn by making something real.
A complete field library for the moment you are in—from first prompt to dependable launch.
Dedicated reference
Browse the Glossary A–Z
Find the right term quickly with alphabetical and category browsing.
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Explore arguments, market movements, design shifts, and field dispatches.
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001
handbook · Architecture
Beginner
The MVP Architecture
Client-Side vs Full-Stack
Understanding the difference between a 'Browser-Only' prototype and a 'Full-Stack' application. Why your data disappears when you clear cache.
handbook · Architecture
Advanced
Agent Protocols
Markdown for Machines
How AI agents communicate and understand context. An overview of AGENTS.md, Developer Knowledge API, A2A, MCP, and AP2 standards.
handbook · Business
Advanced
Valuation: The Asset Model
Selling Pre-Revenue
How to price and sell a vibe-coded project that has $0 in revenue. A practical model for calculating 'Replacement Cost' to justify value to buyers.
handbook · Business
Advanced
Unit Economics: SaaS Pricing
ARR & MRR Models
How to structure subscription pricing when your 'Cost of Goods Sold' (Tokens) is variable. Avoiding the 'Wrapper Tax' trap.
handbook · Curriculum
Beginner
Prerequisites
What You Actually Need
Debunking the 'Zero Skill' myth. You don't need to know syntax, but you do need 'Code Literacy' and 'System Thinking'.
handbook · Context
Beginner
Origins & History
From Meme to Methodology
How a tweet by Andrej Karpathy in 2025 turned into a software engineering revolution.
handbook · Strategy
Intermediate
The Scalability Myth
Beyond One-Page Apps
Addressing the common criticism that Vibe Coding 'only works for toys'. How to build complex, multi-service architectures using Context Curation.
handbook · Design
Intermediate
Design Engineering
The Aesthetics of Vibe
Web design in 2025 is moving from sterile minimalism to 'Soulful' interfaces. Learn the Bento Grid, Glassmorphism, and Neo-Brutalism.
handbook · Design
Intermediate
Design System Injection
The Zero-Design Hack
How to build professional UIs without being a designer. The strategy of injecting external UI library documentation into the AI's context window.
handbook · Lifestyle
Beginner
The Physical Layer
Health & Ergonomics
Vibecoding is high-intensity cognitive work. Optimizing your physical setup and health is critical for sustaining flow state.
handbook · Workflow
Intermediate
Voice Vibe Coding
The 150 WPM Workflow
Why type at 40 WPM when you can think at 150? Voice-to-Code is the ultimate unlock for intent-based engineering.
handbook · Community
Intermediate
Culture & Acceleration
Hackathons & Games
How Vibecoding creates a new culture of speed, from winning hackathons to gamified prompt engineering.
handbook · Future
Advanced
Spatial Vibecoding
3D Environments
The transition from 2D screens to Spatial Computing. Managing infinite context windows in VR/AR.
handbook · Foundations
Beginner
The Philosophy
Intent-Centric Computing
Vibecoding transitions software development from a syntax-centric discipline to an intent-centric model.
handbook · Curriculum
Beginner
Skill Progression
Zero to Architect
The roadmap from writing your first prompt to orchestrating multi-agent systems.
handbook · Mastery
Advanced
The Vibecoding Playbook
Operational Excellence
Tactical execution strategies for Planning, Git, Testing, and Tool Optimization. The field manual for getting things done.
handbook · Operations
Advanced
Vibecoding with Teams
Collaborative Context
Scaling intent-based engineering from a solo developer to a high-performance team. Managing shared context and reviewing AI code.
handbook · Mastery
Intermediate
The Golden Rules
Core Principles
The definitive list of do's, don'ts, and martial arts style principles for vibecoding mastery.
handbook · Tools
Beginner
Platform Ecosystem
Choosing Your Stack
Understanding the difference between Browser-Based Environments and AI-Augmented IDEs.
handbook · Technique
Advanced
The Agentic Future
From Chat to Action
Moving beyond chat interfaces to autonomous multi-agent teams that plan, build, and debug.
handbook · Implementation
Intermediate
Core Features & SEO
Building the Essentials
How to implement Search, Auth, SEO, and Content systems using Vibecoding.
handbook · Implementation
Intermediate
Implementing Search
Find Anything
A dedicated guide to adding search functionality. Comparing Client-side vs Server-side search and implementing Command Palettes.
handbook · Implementation
Intermediate
Auth & Admin Systems
Identity & Management
Deep dive into secure authentication integration (Clerk, Supabase) and generating instant admin dashboards (Refine, React-Admin).
handbook · Implementation
Intermediate
Adding a Paywall
Stripe & LemonSqueezy
The definitive guide to monetizing your vibe-coded app. Learn the 'Gated Route' pattern and how to use a Merchant of Record to handle taxes.
handbook · Implementation
Advanced
Building on Chain
Web3 & Solidity
A guide to vibecoding decentralized apps (dApps). From prompting Smart Contracts to wiring up Wagmi hooks.
handbook · Security
Advanced
Package Hallucinations
Supply Chain Attacks
The silent killer of Vibe Coding. How AI invents fake libraries, and how hackers weaponize them to steal your secrets.
handbook · Mastery
Intermediate
Debugging & Optimization
Fixing & Refining
Strategies for breaking Hallucination Loops, conducting Vibe Checks, and using AI to Refactor code for performance and cost.
handbook · Technique
Advanced
Context Engineering
The Core Engine
Managing the AI's 'Working Memory' to ensure it builds exactly what you want.
handbook · Workflow
Intermediate
Methodologies
Vertical Slices & TDD
Disciplined workflows to prevent the AI from getting confused or breaking things. Includes Remixing and TDD.
handbook · Operations
Advanced
Economics & Monetization
Margins & Models
How to budget for AI development and monetize your creations.
handbook · Governance
Advanced
Security, Risk & Legal
Safety First
Understanding the unique risks of AI-generated code, including Hallucinations and Copyright.
handbook · Workflow
Intermediate
Git Branching Strategy
Safety Net
Using Git as a 'Save Point' system. How to branch, commit, and revert when AI hallucinations break your codebase.
handbook · Strategy
Intermediate
Website Cloning Strategy
The Vibe Ceiling
Why AI can copy the 'Vibe' but not the 'Brain'. A breakdown of the skills required to move from a visual clone to a fully functional application.
handbook · Security
Advanced
Data Breach Protocol
Containment & Remediation
The specific incident response plan for when an AI tool accidentally leaks secrets, PII, or proprietary code into a public model or log.
handbook · Implementation
Beginner
Domain Strategy & Setup
From UUID to Brand
The journey from a messy 'localhost:3000' to a professional '.com' brand. Understanding DNS records and Vercel configuration.
handbook · Operations
Intermediate
Deployment & Migration
Going Live
Moving from a fragile 'Development URL' to a robust Production Environment. Why 'It works on my machine' is not a strategy.
handbook · Operations
Advanced
Ongoing Maintenance
Fighting Vibe Decay
Code rots. APIs break. Dependencies update. How to maintain a Vibe Coded project without rewriting it every month.
handbook · Strategy
Intermediate
Team Composition
AI vs Human Co-Founders
Should AI be your CTO? Analyzing the tradeoffs between 'Solo+AI' and traditional founding teams.
handbook · Workflow
Beginner
The One-Shot Myth
Reality Check
Can you really build a SaaS in one prompt? Separating the viral marketing demos from the reality of engineering.
handbook · Operations
Advanced
API & Documentation
Auto-Generated Specs
Your code is useless if no one knows how to use it. How to use AI to generate Swagger/OpenAPI specs and maintain living documentation.
handbook · Playbook
Beginner
Playbook: Strategy
Phase I: Foundation
The Strategic Foundation. From 'Vertical Workflow' analysis to avoiding the 'Wrapper Trap'. Validating ideas in the Vibe Coding era.
handbook · Playbook
Intermediate
Playbook: Analysis
Phase II: Framework
Internal and External analysis. Understanding the 'AI Workforce', 'Model Decay', and identifying defensive moats.
handbook · Playbook
Intermediate
Playbook: Execution
Phase III: Ecosystem
Tool selection (Replit vs Cursor), 'Context Engineering', and the Launch Checklist. Translating intent into software.
handbook · Playbook
Advanced
Playbook: Governance
Phase IV: IP & Ops
Navigating Copyright, Patents, and Terms of Service shields. Managing 'Inference Capital' and operational costs.
handbook · Playbook
Advanced
Playbook: Growth & Exit
Phase V-VII: Scaling
Distribution strategies, marketing trust signals, and the 'Micro-Exit'. How to harvest value from your Vibe Coded project.
The guided path
Twelve deliberate steps from premise to practice.
COURSE 0135 min
From itch to useful premise
Find a specific tension worth solving without inflating it into a platform.
Start here
COURSE 0245 min
Write the first honest brief
Name the user, moment, promise, constraints, and proof before choosing features.
Start here
COURSE 0355 min
Design the smallest complete loop
Identify the one journey that must feel whole in version one.
Builder
COURSE 0440 min
Prompt like a product designer
Use context, constraints, states, and acceptance criteria to generate stronger work.
Builder
COURSE 0560 min
Model data without drama
Turn screens and actions into durable entities, relationships, and permissions.
Builder
COURSE 0630 min
Make auth feel intentional
Choose what stays public and ask people to sign in only when value is clear.
Builder
COURSE 0750 min
Debug the actual system
Move from symptom to reproduction, boundary, evidence, and smallest safe fix.
Builder
COURSE 0845 min
Accessibility as architecture
Build keyboard paths, semantics, contrast, motion choices, and useful errors early.
Ship well
COURSE 0940 min
Security for generous people
Threat-model accounts, data access, uploads, public links, and AI input.
Ship well
COURSE 1035 min
Onboarding without a tour
Help users reach a meaningful result before explaining the whole product.
Ship well
COURSE 1130 min
Ship a field test
Recruit a small audience, watch reality, and preserve a clean path back.
Ship well
COURSE 1245 min
Read what the build is telling you
Use support signals and behaviour to decide what to remove, repair, or deepen.
Keep going
Field note
The first version should prove a relationship
Not a feature count. Prove that a particular person, in a particular moment, gets a result they value.
Prompt pattern
Ask for states, not just screens
For every screen, name empty, loading, error, success, and permission-denied states.
Trend watch
Small software is becoming social infrastructure
The strongest new tools often serve a bounded community better than a universal audience.
Glossary
Progressive disclosure
Showing the essential controls first and revealing complexity only when it becomes useful.
Repair note
Reproduce before you rewrite
Capture the exact path, inputs, account state, device, and observed output before touching code.
Launch note
A launch is a promise under traffic
Test the promise: can a new person understand, trust, use, and recover from the product?