VISION_PROTOCOL // PHILOSOPHY & APPROACH

DIGITAL SOVEREIGNTY & 'LEAN AI' PHILOSOPHY

I believe in the sovereignty of data and systems. My vision is 'Lean AI' — the elimination of heavy, opaque frameworks in favor of clean code and precise tools. I prioritize local models (SLM) and closed environments that give you full ownership of your business intelligence, protecting you against data leaks and vendor lock-in.

AGENTICS: FROM CHATS TO AUTONOMOUS SYSTEMS

The future is not chatbots, but agentic systems based on reasoning loops. My approach involves building agents in PydanticAI that possess tools, long-term memory, and the ability to autonomously solve complex problems within state machine architectures.

CINEMATIC CONVERGENCE

Visuals are not merely decoration — they are the interface for intelligence. I combine 'Cinematic UI' with the logic of AI systems, creating web experiences that react to users with the fluidity and aesthetics of a film, while maintaining the technical precision of agentic systems.

'CODE-FIRST' ARCHITECTURE & DURABILITY

I build AI systems designed to last. A 'Code-First' approach means that agentic logic is part of hard engineering, not just a prompt overlay. By leveraging Pydantic and static typing, I ensure the stability required for Enterprise and Fintech-class systems.

ARTIFICIAL INTELLIGENCE AS AN OPERATING SYSTEM

I utilize the Model Context Protocol (MCP) and native Google SDKs (Gemini 3.0) to make AI a dynamic bridge between your local data and the outside world. AI becomes the new operating system for your business, understanding the context of files, databases, and processes in real-time.

My vision is a world where sovereign AI, cinematic aesthetics, and rigorous code engineering merge into one, providing people and businesses with tools of unprecedented power and security.

"Reality does not need our presence to exist, but it is we who give it meaning. Technology is a tool that lets us capture this meaning and share it with others."— Christopher Kerouac