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

Technical Debt, AI-Assisted Engineering, Software Architecture, Reversible Decisions
<p>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.</p> <p>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.</p>

2026-11-27

13:50

14:35

Agent Foundry