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From the Community

Introducing Spec Coding

Stop vibe coding. Define your specifications first, then let AI build production-ready code.

Spec Coding Illustration
Vibe Coding

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

Spec Coding

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.

1
Write your project brief
2
Define user experience
3
Specify design requirements
4
AI generates your 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

AI Cofounder Illustration
Comparison

Why Choose Capacity?

See how agentic coding stacks up against traditional tools

Capacity

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.