Technical debt in an AI age

Every software system carries a hidden balance sheet that rarely appears in financial reports yet strongly influences how quickly organisations can innovate. Technologists call this invisible liability technical debt. Software engineer Ward Cunningham introduced the metaphor to describe the future cost created when teams choose a faster or easier solution rather than a more durable design. Like financial borrowing, the system works today but the organisation must repay the decision later through added effort.