AI Product Engineer · Founder, Lookona Labs
Muhammad Abdugafarov
I build AI agent products that fit into real workflows and are judged by business results.
I am the founder of Lookona Labs, where I turn AI agents into products customers can actually rely on: sales assistants, QA systems, and operational automation that connect to existing tools.
I am also Co-Founder and CTO at FynexAI, building Voice AI and agentic systems for fintech teams. I write here about AI, engineering, product judgment, and the practical side of building.
Selected writing
All postsAI Agents · 10 min read
AI Agents vs Traditional Software: What's Really Changing and Where's the Value
A practical look at where agentic systems create value, how they differ from conventional software, and what to measure.
AI Agents · 7 min read
AI Agents: A New Stage in the Evolution of User Experience
How software interfaces shift when systems can understand goals, choose tools, and complete work with less manual input.
Guide · 6 min read
How to Build AI Agents: A Practical Guide for New Developers
A grounded starting point for building useful agents with modern frameworks, tools, and product constraints in mind.