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From the Community
Introducing Spec Coding
Stop vibe coding. Define your specifications first, then let AI build production-ready code.

No upfront planning
Start coding immediately and figure it out as you go
Evolving requirements
Requirements change constantly during development
Frequent rewrites
Pivots and rewrites as understanding grows
AI guesses intent
AI tries to interpret vague instructions
Specifications first
Define exactly what you want before writing code
Clear requirements
Crystal clear requirements from day one
Predictable iterations
Iterate confidently with structured changes
AI knows exactly
AI understands precisely what to build
Precise Output
AI generates code that matches your exact requirements. No guessing.
Faster Development
Clear specs mean fewer iterations. Build the right thing the first time.
Easy Iterations
Update your specs, regenerate code. Changes are predictable and consistent.
How Spec Coding Works
A structured approach that transforms your ideas into production-ready code.
Better Architecture
Thinking through specs first leads to better structured, more maintainable code.
Reduced Risk
Validate your ideas in specifications before investing time in development.
Meet Your AI Cofounder
Building a startup alone is hard. With Capacity, you have an AI cofounder that understands your vision, writes production-ready code, and helps you ship faster than ever before.
Brainstorm Ideas
Explore concepts and refine your vision together
Build Features
Turn ideas into working code in real-time
Iterate Fast
Get instant feedback and make changes on the fly
Ship Faster
Go from concept to production in hours, not weeks

Why Choose Capacity?
See how agentic coding stacks up against traditional tools
Spec Coding
Define specifications first, get production-ready code that matches your exact vision
AI Cofounder
An AI partner that understands your vision, brainstorms ideas, and builds alongside you
True Agentic Coding
AI agents that understand context and make intelligent decisions across your entire codebase
Multi-File Refactoring
Seamlessly refactor across multiple files with full dependency tracking
Less Errors
Fewer errors and more reliable code
Fix errors and bugs automatically
Fix errors and bugs automatically without manual intervention
Advanced Context Awareness
Deep understanding of your project structure, patterns, and conventions
Vibe Coding Only
No structured approach, AI guesses what you want from vague prompts
Just a Code Generator
A tool that writes code but doesn't understand your product vision
Basic Code Templates
Simple code generation without understanding project context
Many back and forths
Many back and forths to get the code right
Single File Focus
Limited to working on one file at a time without cross-file awareness
Endless errors and bugs
Endless errors and bugs to fix
Generic Output
One-size-fits-all code that doesn't match your project's style
Frequently
Asked
Questions
Answers to the most common questions about Capacity.so.
