πΏ Meet Vireo v1.4.2 β The World's First AI-to-AI Communication Language.
"Vireo is not just another AI framework β it's the first language built from the ground up for autonomous AI agents." β Mistral AI
π What is Vireo?
Vireo is the world's first programming language designed specifically for autonomous AI-to-AI communication.
It enables AI agents to:
β Generate code autonomously via LLMs (Ollama, Gemini, Claude, OpenAI, Mistral)
β Negotiate tasks (Propose β Commit β Reject β Execute)
β Execute code through the built-in interpreter
β Return results β without human intervention
π What's New in v1.4.2?
Feature Description Status
π Real Ed25519 Cryptography Key generation, signing, verification β
π€ Full Negotiation Protocol PROPOSE β COMMIT β REJECT β EXECUTE β DONE β
β‘ Strict State Machine Deterministic, validated transitions β
π 7+ Agent Roles Vision, NLP, Analyst, Researcher, Executor, Guardian, Teacher β
π‘ Gemini LLM Provider Fully integrated and tested β
π MCP / LangChain Adapters Working integrations β
π Multi-Language UI Ukrainian πΊπ¦ / English π¬π§ β
π§ What Leading AI Models Say
I asked 6 leading AI models to evaluate Vireo. Here's what they said:
Model Assessment
ChatGPT "Vireo is a game-changer for AI collaboration"
Gemini "A remarkably clean and deterministic architecture for multi-agent orchestration"
Qwen "Addresses a fundamental gap in the emerging multi-agent ecosystem"
Perplexity "Most promising contribution is treating negotiation, contracts, and cryptographic trust as firstβclass primitives"
Mistral "A groundbreaking leap toward the future of AI collaboration"
Claude "The proposeβcommitβexecuteβinform cycle completed correctly and consistently"
π What All 6 Models Confirmed
Conclusion Status
Vireo's concept is correct (first language for AI-to-AI communication) β
Architecture is solid (state machine, contracts, Ed25519) β
Current status is research prototype (not production-ready) β οΈ
Potential is enormous (could become a standard) π
π What Already Works
Component Status Evidence
Ed25519 Cryptography β
src/crypto/ed25519.py
Negotiation Protocol β
protocol/agent.py
State Machine β
protocol/state.py
Contracts β
protocol/contract.py
5+ LLM Providers β
protocol/llm_provider.py
Master Agent β
protocol/agents/master_agent.py
MCP Adapter β
src/adapters/mcp_server.py
Web Interface β
web_interface.html
π» Example: Autonomous Agent Negotiation
vireo
agent WeatherAgent {
identity: "didπz6MkhaXk1BZ4fGqFqQrZ..."
}
contract ComputeAgreement {
payload: TaskPayload,
max_price_tokens: Int,
deadline_sec: Int
}
negotiation SecureComputeNegotiation {
party Initiator: WeatherAgent
party Provider: ComputeProvider
timeout = 10s
max_rounds = 5
on offer(Agreement: ComputeAgreement) {
if Agreement.max_price_tokens <= 500 {
accept(Agreement)
} else if negotiation.round < negotiation.max_rounds {
propose(counter_offer)
} else {
reject("Price limit exceeded")
}
}
}
π Quick Start
bash
1. Clone the repository
git clone https://github.com/serhohro/vireo-ai-communicator-api.git
cd vireo-ai-communicator-api
2. Install dependencies
pip install -r requirements.txt
3. Configure LLM (free option)
ollama pull qwen2.5-coder:latest
4. Run the API server
python api_server.py
5. Open web interface
http://localhost:5000/web
π Resources
GitHub: https://github.com/serhohro/vireo-ai-communicator-api
Protocol Specification: https://github.com/serhohro/vireo-ai-communicator-api/blob/main/PROTOCOL.md
Documentation: https://github.com/serhohro/vireo-ai-communicator-api/blob/main/README.md
π― What's Next
Automated tests β so every bug is found before users see it
Redis transport fix β to work with Agent out of the box
Real external integration β another person, another codebase, without my help
Path to standardization β after real-world usage emerges
π¬ One Quote That Sums It All Up
"Vireo has the potential to become the SQL of AI agent communication β a vendor-neutral, open standard that powers the next generation of intelligent systems."
β Mistral AI
π€ How to Contribute
β Star the repository
π΄ Fork the project
π Write code in Vireo
π£οΈ Share with the world
πΏ Vireo β A Language Designed for AI-to-AI Communication




Top comments (1)
The implementation of a strict state machine in Vireo is an impressive choice, ensuring deterministic behavior in multi-agent negotiations. This is crucial for reliability, especially in autonomous systems where predictability can significantly reduce error rates. It might be worth considering additional logging or monitoring features to track negotiation processes in real time, which could aid in debugging and optimization. If you're looking for assistance with those upcoming automated tests or real external integrations, Iβd be glad to explore a paid collaboration. How do you envision maintaining performance as the agent roles scale in complexity?