How I built the AI agent for JiraMetrics.pro
What makes an agent reliable in practice: tool design, behavior tuning, and systematic testing.
Strategy, delivered.
15+ years bridging engineering and strategy — from writing code to leading teams and products. I build practical tools and write about technology, management, and AI.
Projects
Latest articles
What I Expect From an AI Assistant in a Management Product
Why I built an AI assistant in JMP to prepare a decision, not to make one for a manager.
Product Operations: Scaling Product Teams Without Losing Speed
A practical, people-focused review of 'Product Operations' by Melissa Perri and Denise Tilles. Why this book matters for anyone building scalable, high-impact product organizations.
Beyond Code: Unexpected Applications of Cursor in Non-Technical Professions
How AI-powered development tools are finding surprising applications across various professional fields beyond technology.
Publications
Deep analytics is no longer optional for giants: an interview with Anvar Khakimov
Meaning first, code second: how to stop shipping features for features' sake and build a product with purpose
How Russian cloud platforms help managers improve business processes
When a business can't do without automation — and when it's better off without it
An orchestra without a conductor: quarterly planning in a product service
Contact
Feel free to reach out.