Alex Ponomarev

CEO | CTO | Strategic Consultant
Volt (https://voltdatalabs.com)
Portugal

About

Alex Ponomarev is the founder and CEO of Volt, with more than 20 years of experience building and scaling global technology companies. He leads teams that build AI-native intelligence layers for venture capital firms. His focus is on bridging human expertise with AI to improve decision-making and performance. Through his publication, Thriving in Engineering, he shares practical frameworks that help engineering leaders navigate complexity and build high-performing teams.
Talk

Alex Ponomarev | The Bill Comes Later: The Hidden Tech Debt of Shipping with AI

AI Technical Debt, Reversible Decisions, AI Engineering Tradeoffs
The decisions that look free today can become expensive in six months – and AI accelerates the process at exactly the moment when the bill is quietly written. This talk is about that trade-off. The friction that vibe coding removes used to be where feasibility and constraints were discussed, so implicit decisions are made by the model instead.In this talk, Alex Ponomarev covers where “free now” turns into “costly later”: blurred guardrails, code shipped without understanding its structure, and verification deferred. He shows how to price that deferred bill up front – by choosing which decisions to log and which to keep reversible. AI does not eliminate technical debt. It issues it faster and bills it on a delay.