Describe the shortcut
What was skipped or hardcoded, and why — capturing this in the moment beats trying to remember it later.
TURN SHORTCUTS INTO RECORDS
Technical Debt Capture Assistant
Turn a shortcut discovered during rapid AI-assisted development into an actionable, prioritized technical debt record.
- Uses your inputs in a transparent calculation
- Instant result with practical next steps
- No signup required
Planning guidance only. Validate important decisions with customer evidence and your delivery team.
YOUR INPUTS
Build your result
Complete every field. The result updates only when you choose Calculate.
How it works
Rate impact and effort
High impact and low effort items are the easy wins worth fixing soon.
Get a priority score
A simple impact-to-effort ratio turns a vague 'we should fix this' into a rankable backlog item.
Continue learning: Managing technical debt from AI-assisted builds
Frequently asked questions
Why capture debt items in the moment instead of later?
Rapid AI-assisted development moves fast enough that the specific reasoning behind a shortcut is easy to forget within days — capturing it immediately preserves context a later review would miss.
How is priority calculated?
A simple ratio of impact weight to effort weight, scaled to 0-100 — high impact with low effort scores highest, since those are the best return on fixing time.
Should every shortcut become a debt record?
For rapid prototyping, capturing even low-priority items is worthwhile — it's much easier to triage a list later than to remember what corners were cut months ago.
Does this replace a proper backlog tool?
No — it helps you capture and prioritize the item quickly; move it into your actual backlog/ticket system afterward.
How We Compare
| Feature | MVPHub | Linear | Jira |
|---|---|---|---|
| Instant impact/effort priority score | Included | Not included | Not included |
| No account required to capture an item | Included | Not included | Not included |
| Structured capture in the moment | Included | Limited | Limited |
| Full backlog and sprint management | Not included | Included | Included |
Linear and Jira manage your full backlog once an item is logged. This tool is for the fast capture-and-prioritize moment right when a shortcut is taken, before it's forgotten.
Related tools
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