What is spec-driven development?

Spec-driven development is an approach where you create detailed technical specifications before writing any code. When working with AI coding agents like Claude Code or Cursor, having comprehensive specs means the AI understands exactly what to build, reducing iterations and improving code quality. Keeborg generates 8 interconnected specification documents that give AI agents all the context they need.

What is a CLAUDE.md file?

CLAUDE.md is a context file specifically designed for Claude Code (Anthropic's AI coding CLI). It contains project-specific instructions, coding conventions, architecture decisions, and requirements that help Claude understand your project. Keeborg automatically generates a CLAUDE.md file as part of the GitHub export, giving Claude Code everything it needs to work effectively on your project.

What is a .cursorrules file?

A .cursorrules file provides project-specific instructions for Cursor, the AI-powered code editor. It tells Cursor about your coding style, preferred patterns, and project structure. Keeborg generates .cursorrules as part of your spec export, ensuring Cursor follows your project's conventions from the start.

Why do AI coding agents write bad code without specs?

AI coding agents are powerful but they need clear context. Without detailed specifications, they make assumptions about requirements, guess at architecture decisions, and may use outdated patterns. This leads to code that technically works but doesn't match your vision, requiring extensive back-and-forth. Keeborg's 8 structured documents eliminate guesswork by giving AI agents explicit instructions for every aspect of your application.

What's the difference between a PRD and a technical spec?

A PRD (Product Requirements Document) focuses on what the product should do from a user perspective - features, user stories, and acceptance criteria. A technical spec goes deeper into how to build it - architecture, API contracts, database schemas, and implementation details. Keeborg generates both: a Requirements Spec for the "what" and Architecture, API Spec, and DB Schema documents for the "how".

How is Keeborg different from ChatPRD or other PRD tools?

Most PRD tools focus on product managers and generate human-readable documents. Keeborg is built specifically for AI coding agents. We generate 8 structured documents including OpenAPI specs, database schemas, and agent workflow files that AI tools can directly consume. Plus, we export CLAUDE.md and .cursorrules files that other tools don't generate at all.

Can I use Keeborg with Claude Code, Cursor, and other AI tools?

Yes! Keeborg outputs are optimized for all major AI coding agents including Claude Code, Cursor, Windsurf, GitHub Copilot, Aider, and Continue. The structured JSON and markdown formats work with any tool, and Pro users get automatic CLAUDE.md and .cursorrules generation for the most popular agents.

What is the MCP server integration?

MCP (Model Context Protocol) allows AI coding agents to directly connect to Keeborg. With our MCP server, Claude Code or Cursor can create projects, fetch specifications, and regenerate documents without you copy-pasting anything. It's available for Pro users via `npx @keeborg/mcp`.

AI Agent Development Kit

Ship faster with specs
built for AI agents

Generate 8 production-ready technical documents in under 90 seconds. Structured JSON output that AI coding agents actually understand.

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keeborg generate

$ Describe your app idea...

"A marketplace where neighbors can rent gardening tools"

✓Requirements Specdone

✓Architecturedone

✓API Specdone

✓Database Schemadone

✓UX Specificationdone

✓UI Specificationdone

✓Implementation Guidedone

⟳Agent Workflow

8 documents ready in87s

2 free projects No credit card Export anytime Push to GitHub

Why AI agents fail without good specs

AI coding agents are powerful, but they need clear instructions. Vague prompts lead to endless iterations. Structured specs get it right the first time.

Without Keeborg

✗

"Build me a marketplace app"

✗

Agent guesses requirements

✗

Wrong tech stack choices

✗

Hours of back-and-forth

✗

Code needs complete rewrite

Transform your workflow

8 docs in <90 seconds

With Keeborg

8 structured specification documents

Every requirement is explicit

Tech stack with justifications

Agent follows the blueprint

Production-ready code from day one

Multi-agent AI pipeline

8 documents, one prompt

Each document is generated by a specialized AI agent, then cross-referenced for complete consistency. Everything an AI coding agent needs to build your app.

Requirements Spec

User stories, acceptance criteria, and edge cases structured for AI agents to understand exactly what to build.

Technical Architecture

Full system design with tech stack decisions, component structure, and non-functional requirements.

API Specification

Complete OpenAPI 3.0 contracts with endpoints, request/response schemas, and authentication flows.

Database Schema

Production-ready schema design with tables, relationships, indexes, and migration strategies.

UX Specification

Complete user flows, application states, navigation structure, and error handling paths.

UI Specification

Screen layouts, design system tokens, component hierarchy, and accessibility requirements.

Implementation Guide

Third-party integrations, security requirements, deployment strategy, and technical challenges.

Agent Workflow

Task breakdown, agent specializations, quality checkpoints, and parallel execution plans.

From idea to AI-ready specs in 4 steps

Your complete specification suite, generated in under 90 seconds.

Describe

Tell us your app idea in plain English

Configure

Pick your tech stack preferences

Generate

AI creates 8 comprehensive documents

Export

Download or push directly to GitHub

Works with every AI coding agent

Keeborg generates structured JSON and markdown optimized for the tools you already use.

Claude Code

Anthropic's CLI agent

Cursor

AI-first code editor

Windsurf

Codeium's agentic IDE

GitHub Copilot

AI pair programmer

Aider

Terminal-based coding

Continue

Open-source autopilot

<90s

Full spec generation

Structured documents

JSON

Machine-readable output

project-specs/

├── CLAUDE.md              # Claude Code context file
├── .cursorrules           # Cursor IDE configuration
├── specs/
│   ├── REQUIREMENTS.md    # Features & user stories
│   ├── ARCHITECTURE.md    # Tech stack & components
│   ├── API_SPEC.yaml      # OpenAPI 3.0 contract
│   ├── DB_SCHEMA.md       # Database design
│   ├── UX_SPEC.md         # User flows & states
│   ├── UI_SPEC.md         # Screens & design system
│   ├── IMPLEMENTATION.md  # Integrations & deployment
│   └── AGENT_WORKFLOW.md  # Task breakdown for AI
└── docs/
    └── *.json             # Structured data for agents

Pro Features

Supercharge your workflow

Upgrade to Pro for unlimited projects, GitHub integration, and more.

Push to GitHub

One-click repository creation

Export your specs directly to a new GitHub repository with README, CLAUDE.md, and .cursorrules pre-configured. Clone anywhere and start building immediately.

Unlimited Everything

No limits on projects or generations

Create as many projects as you need and regenerate specs unlimited times. Iterate quickly without worrying about quotas.

AI Chat Refinement

Edit specs conversationally

Use the built-in AI chat to refine any document. Ask for changes in natural language and watch your specs update in real-time.

Priority Support

Direct access to the team

Get priority support for any questions or issues. We're here to help you ship faster.

MCP Server Integration

Direct API for AI coding agents

NEW

Connect Claude Code, Cursor, or Windsurf directly to Keeborg via MCP (Model Context Protocol). Your AI agent can create projects, query specs, and regenerate documents on-demand without copy-pasting.

create_projectget_documentregenerate_documentget_prompts

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KEEBORG

Stop explaining. Start building.

Give your AI coding agent the structured specs it needs to ship production-ready code.

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Frequently Asked Questions

Everything you need to know about spec-driven development with AI coding agents.

Ship faster with specsbuilt for AI agents