Everything on Technical Debt

A zero-dependency approach using Java SE and Jakarta EE standards simplifies migrations and security audits.

Impact: Extends project lifespan and reduces operational costs associated with dependency management.

— from Maximizing AI Efficiency with BCE Architecture and Quarkus · The InfoQ Podcast· May 11, 2026

AI makes the resolution of long-standing technical debt and 'flaky' test suites tractable by automating the research and propagation of fixes across large codebases.

Impact: Improved codebase stability and a superior developer experience by eliminating low-value manual maintenance.

— from Scaling Engineering Velocity through Agentic AI: Intercom's Framework · How I AI· Apr 20, 2026