Optimizing Tech Operations: Managing Technical Debt While Integrating AI

This panel opened with a question most teams skip: what does "technical debt" actually mean? We spent a genuine half hour on the definition alone, because the phrase has quietly become a label for anything people dislike about a codebase, and that fuzziness is a big reason debt never gets paid down.

From there we turned to AI. Used well, it helps teams find, explain, and safely refactor debt faster than before. Used carelessly, it generates more of it, and faster, when code ships without the guardrails, ownership, and review to keep it honest. The throughline: AI is leverage on the engineering culture you already have, so the fundamentals matter more, not less.