What is Tech Debt Tracking?

Last updated: 2025-04-11

Tech debt tracking is the systematic identification, quantification, and monitoring of accumulated technical debt in a codebase — areas where expedient shortcuts were taken that will need refactoring later. In code review, it means flagging changes that add to tech debt or, importantly, changes that pay it down.

Why does tech debt tracking matter for engineering teams?

Tech debt compounds silently. Each shortcut makes the next change harder, and without tracking, teams can't prioritize refactoring. Code review is the natural place to track tech debt because every PR either adds it, pays it, or ignores it — and reviewers are the ones who see the shortcuts being taken.

How does Argus handle tech debt tracking?

Argus tracks tech debt through its institutional memory system. When a review flags a shortcut — a TODO without a ticket, a hardcoded value, a bypassed abstraction — it's recorded as a pattern. Over time, Argus can identify which modules accumulate debt fastest and surface debt-heavy areas during architecture reviews.

Teams that track tech debt in review reduce refactoring costs by 38% by catching shortcuts before they compound — Stripe Developer Coefficient report, 2024

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