Capacity

Product Introduction

1. Definition: Capacity is an AI-powered web application builder specializing in structured development workflows. It falls under the technical category of no-code/low-code platforms with agentic AI capabilities, using Claude Opus 4.5 for context-aware code generation.
2. Core Value Proposition: Capacity eliminates technical debt in AI app development by enforcing spec-driven coding. It exists to replace chaotic "vibe coding" with a systematic approach where users define UX, design, and logic upfront via an AI cofounder, ensuring production-ready React code with minimal refactoring.

Main Features

1. Spec Coding Engine:

   • How it works: Users first define app specifications through structured Q&A with Capacity’s AI. The system then generates full-stack React code (Next.js/Tailwind CSS) matching exact requirements.
   • Technology: Leverages Claude Opus 4.5 for deep context tracking, dependency mapping, and multi-file consistency.

2. AI Cofounder:

   • How it works: Acts as a technical partner that brainstorms ideas, validates feasibility, and iterates on specs before development.
   • Technology: Combines LLM reasoning with project-specific pattern recognition to align outputs with user vision.

3. True Agentic Coding:

   • How it works: AI agents autonomously refactor cross-file dependencies (e.g., updating components + APIs simultaneously) while maintaining style consistency.
   • Technology: Graph-based dependency tracking and semantic diffing for error-free updates.

4. Clone Mode:

   • How it works: Replicates existing websites (e.g., Booking.com, Ahrefs) by analyzing their structure and generating customizable code clones.
   • Technology: Computer vision-assisted UI scanning and modular component extraction.

Problems Solved

1. Pain Point: Prevents technical debt accumulation from vague requirements in AI development, reducing rewrite cycles by 70% (per case studies).
2. Target Audience:
   • Non-technical founders building MVPs without developers.
   • Solo SaaS entrepreneurs needing rapid prototyping.
   • Product teams automating UI boilerplate generation.
3. Use Cases:
   • Creating SEO content writers (like getWriter.so) in hours.
   • Cloning complex platforms (e.g., social networks, e-commerce sites).
   • Generating property managers or course builders with integrated databases.

Unique Advantages

1. Differentiation: Unlike "vibe coding" tools (e.g., Bubble, traditional no-code platforms), Capacity enforces spec-first development—similar to agile user stories but AI-automated. Competitors generate generic templates; Capacity builds contextual, full-stack apps.
2. Key Innovation: Multi-file agentic refactoring—a first in AI app builders. The system understands project-wide dependencies, enabling seamless large-scale updates impossible in single-file editors like GitHub Copilot.

Frequently Asked Questions (FAQ)

1. What can I build with Capacity?
   Capacity generates production-ready web apps like social networks, SEO tools, booking platforms, and B2B SaaS dashboards using React/Next.js. Real examples include Ahrefs clones and AI content writers.
2. Do I need coding skills to use Capacity?
   No technical expertise is required. The AI cofounder guides spec definition, and Capacity auto-generates deployable code—ideal for non-developers validating startup ideas.
3. How does Capacity ensure code quality?
   By mandating upfront specs, Capacity reduces AI guesswork. Its agentic engine performs cross-file validation, cutting errors by 60% versus prompt-driven tools (per internal benchmarks).
4. Can I export Capacity-generated code?
   Yes, all code is exportable as standard React/Next.js projects for hosting on Vercel, Netlify, or custom domains.
5. Is Capacity suitable for enterprise projects?
   Currently optimized for MVPs and mid-complexity web apps. Large-scale enterprise use requires custom scaling (e.g., via their React boilerplate generator).