DFT / ATPG · All levels
Scenario: Coverage Storm: Comparison Matrix
Comparison Matrix for Scenario: Coverage Storm.
Comparison matrix
Great answers choose robust tradeoffs, not tool buzzwords.
+------------------+----------------+----------------+----------------+
| Approach | Strength | Weakness | Best when |
+------------------+----------------+----------------+----------------+
| Conservative | safe | higher cost | ramp-sensitive |
| Balanced | practical | needs rigor | production |
| Aggressive | fast | escape risk | schedule pressure |
| Architecture | durable | slow | repeated pain |
+------------------+----------------+----------------+----------------+When to choose each approach
Tie approach to product risk and tester constraints
Interview traps
Optimizing one metric only
No regression ownership
Evidence comparison
DFT EVIDENCE MATRIX - Scenario: Coverage Storm
+-------------------+------------------------+--------------------------+-------------------------+
| Evidence | Tells you | Does not prove | Next action |
+-------------------+------------------------+--------------------------+-------------------------+
| coverage report | fault detect trends | silicon root cause | inspect bucket details |
| pattern diff | generation changes | architecture quality | replay suspect patterns |
| timing/power report| test closure margin | diagnosis confidence | correlate fail logs |
| diagnosis summary | likely defect classes | ownership decision | assign action owner |
| signoff checklist | process completeness | correctness of evidence | peer review artifacts |
+-------------------+------------------------+--------------------------+-------------------------+DFT deep dive
Senior DFT interviews test tradeoff judgment under imperfect data.
Concept diagram
INTERVIEW ANSWER LOOP
state metric -> explain mechanism -> request evidence -> propose fix -> list regressionMetric graph
ANSWER QUALITY
mechanism clarity + ownership clarity + regression disciplineReports and artifacts
whiteboard rubric
scenario scorecard
trap checklist
follow-up depth index
Mini case study
Candidate improved from tool-only answers to mechanism-first narratives by using metric->artifact->decision template.
Debug branches
Always state assumptions
Name cross-team owners
Discuss risk and fallback plan
Senior review question
Ask: what evidence proves this DFT decision is safe for production?
Key takeaways
State metric, lot/corner context, and pattern tag with every claim.
Treat timing, power, and quality as one signoff problem.
Common pitfalls
Chasing coverage without legality checks.
Ignoring test-power side effects of pattern changes.
Debugging silicon without reproducible tags.
Principal DFT review addendum
Coverage crises require separating true untestable faults from constraint/model issues and choosing the smallest high-impact closure plan.
Metric: coverage shortfall under schedule pressure, pattern growth slope