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title: README
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# Welcome to clyrai

**Securing the AI Revolution. Building Trustworthy Systems for the Future.**

At **clyrai**, we are on a mission to build **secure, scalable, and trustworthy AI systems** for a rapidly evolving world.  
In an age where AI adoption is accelerating, **security can no longer be an afterthought** — it must be foundational.

## 🔥 What We Do

- **Secure Multi-Agent Frameworks**  
  Architecting agentic systems where **security checkpoints, permission profiles, and output validations** are built into the core structure.

- **Security-First Model Development**  
  Creating and fine-tuning **large language models (LLMs)** with **inherent safeguards** against modern threats like **prompt injections, context manipulation, and unauthorized execution**.

- **AI Security Products**  
  Developing **new tools, libraries, and frameworks** focused on hardening AI applications against **emerging attack vectors**.

- **Model Context Protocol (MCP) Awareness**  
  Designing models and agents that are resilient against **MCP-based attacks** and **toolchain vulnerabilities**, ensuring integrity even in complex ecosystems.

- **Open Research & Innovation**  
  Publishing frameworks, security research, and papers to **push forward the global conversation on AI safety**.

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## 🎯 Our Mission

> **Secure this AI revolution by embedding security, trust, and resilience into every layer of AI systems — from models to agents to applications.**

We aim to enable organizations and developers to build **not just powerful AI**, but **safe, ethical, and reliable AI** — ready for the real-world challenges ahead.

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## 🚀 Why clyrai?

- **Security is in our DNA.**  
- **Open-Source Commitment.**  
- **Research-Backed, Industry-Ready.**  
- **Built for Builders, Researchers, and Security Leaders.**  
- **Focused on Protecting the Future of AI.**

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## 📢 Stay Connected

We're just getting started — this is just the beginning.  
Follow our open-source frameworks, research, and product launches here on Hugging Face and beyond.

🔗 GitHub: [TBH.AI GitHub](https://github.com/tbh-ai)

🔗 TBH Secure Agents Project: [Secure Agents Repo](https://github.com/tbh-ai/SecureAgents)

🔗 Security Framework Docs: [Security Checkpoints Documentation](https://github.com/tbh-ai/SecureAgents/blob/main/docs/security_focus.md)