Demo data only — this is an illustrative report, not a real candidate.
Demo Candidate
Backend Engineer · Backend Debugging Screen
Result
Accepted
Debugging behaviour
- Time on assessment
- 38m 12s
- Check runs
- 9
- Submits
- 3
- Files opened
- 7
- Hidden checks passed
- 4 / 4
Skill signals
- Debugging pattern
- Systematic — narrowed from failing test to root cause
- Root-cause signal
- Identified the off-by-one in the pagination boundary
- Patch quality
- Minimal, targeted diff — no collateral changes
- Verification discipline
- Re-ran checks before each submit
Assessment integrity
- Private hiring item
- Yes
- Variant exposure
- Low
- Solve pattern
- Normal
- Patch similarity
- Unique
- Hidden validation
- Passed
Integrity is a leak-aware signal — a repeated patch fingerprint or over-exposed variant is surfaced as a signal, never an accusation.
Recommendation signal
Strong signal
Buglyst provides debugging-skill signals, not automatic hiring decisions.