Vibe Coding Guide

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Vibe Coding GuideAI-Assisted Development That Actually Works

Validate first. Build systematically. Ship production-ready code.

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Templates
🎯

Validate Before You Build

Scope an MVP in conversation with AI. Prove your concept works for $200 before spending $2000.

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Structure That Works

Five simple docs give AI the context it needs. No more "forgetting" decisions between sessions.

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Built-in Quality Checks

Confidence scoring and phase audits catch problems before they compound.

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Budget-Conscious

Know what you're spending. Typical MVP costs $200-400 in tokens.

The Problem ​

Most AI-assisted coding fails because people try to build everything at once. No scoping. No quality gates. No documentation. Result: expensive, broken code.

The Solution ​

  1. Brainstorm first — Let AI help you scope a realistic MVP
  2. Document before coding — Five lean docs that AI reads every session
  3. Work in tasks — New chat per task, focused execution
  4. Check quality — Confidence scoring, phase audits
  5. Build on solid ground — Each phase works before starting the next

Who This Is For ​

  • Developers who want AI to accelerate their work without producing garbage
  • Founders validating ideas before burning runway
  • Team leads establishing standards for AI-assisted development

Get Started ​