Is AI Creating Technical Debt? Yes — and Faster Than Reviews
AI code tools ship faster but create debt: unowned code, missing tests, outdated APIs. 4 debt patterns, what they cost in $/day, and 5 guardrails.
No fluff. Each post gives you math you can use Monday morning — the same math inside RefactorIQ. Page 31 of 31.
AI code tools ship faster but create debt: unowned code, missing tests, outdated APIs. 4 debt patterns, what they cost in $/day, and 5 guardrails.
You can't avoid all tech debt — but you can avoid most of it. 6 habits: definition of done, 20% capacity, PERT estimates, 0–100 scoring, payoff plan.
Some debt is leverage. Green/yellow/red thresholds for age, overdue share, and $/day burn — plus when to stop features and pay down.
Bugs are broken now; tech debt is expensive later. How they differ, when debt becomes a bug, and how to track both without mixing them up.
Tired of Jira bloat? Compare 7 Jira alternatives — Linear, ClickUp, Asana, monday, YouTrack, OpenProject plus a debt-pricing complement —
Two products share the name RefactorIQ: Estuate's migration services, and an independent local-first app that prices tech debt in $/day.
Price any debt item in dollars per day: principal = hours × rate, daily burn = principal × APR ÷ 365. Then score it 0–100 and export a payoff plan.
What is technical debt? Learn the 3 types, price it in $/day with principal × APR ÷ 365, score it 0–100, and build a 30/60/90-day payoff plan.
Want the numbers without the spreadsheet? Price your backlog in 30 seconds.
Try the debt calculator