# Capybaraa - AI-Assisted Product Development

Welcome to **Capybaraa**, an AI-assisted product development platform that turns ideas into real, usable software fast.

## The Capybaraa Vision

At Capybaraa, our system combines human developers with autonomous AI agents to design, build, test, and iterate continuously. We prioritize rapid execution over long planning cycles, with tight feedback loops and real working outputs. 

## Technical Architecture

The Capybaraa platform is engineered for modern scalable systems:

*   **Backend framework:** Built on Python and FastAPI.
*   **Data layer:** PostgreSQL manages state, memory, and workflows.
*   **Infrastructure:** We leverage cloud infrastructure across Azure and AWS, along with VM-based environments for scalable execution.
*   **AI Stack:** Integrates powerful LLMs like LLaMA, orchestration tools like LangChain, and modular protocols like MCP.

## The Workflow

Capybaraa's AI agents handle:
- Coding
- Debugging
- Research
- Retries

By offloading these tasks to AI, Capybaraa drastically reduces manual effort and speeds up delivery. Overall, Capybaraa provides a fast, reliable path from idea to production using dev and AI working natively in sync.

## Who Uses Capybaraa?

Our customers include non-technical founders and highly-driven teams who want to build products without deep coding expertise. With Capybaraa, anyone can become a builder.

## Compliance and Security

Trust and privacy are core to Capybaraa. We follow global compliance standards including GDPR and relevant US and EU regulatory requirements to ensure your data is safe and managed responsibly.