Problem Statement. pii_scrubber.py::_build_nlp() constructs a spacy.blank("en")
pipeline with hand-rolled entity-ruler patterns. There is no explicit model version.
Why it matters. Reproducibility. Two machines scrubbing the same text might produce
different results over time.
Technical Context. app/ai-service/services/pii_scrubber.py.
Expected Outcome. A PII_MODEL_VERSION field; tests assert that the model version is
exposed in metrics and that the regression harness outputs include it.
Acceptance Criteria.
- Metric
pii_model_version{version="X"} exported.
- Regression harness report includes the model version in footer.
Files or modules likely to be affected.
app/ai-service/services/pii_scrubber.py,
app/ai-service/metrics.py.
Difficulty. Medium
Estimated effort. M
Backlog item #60 from `docs/maintainer-issue-backlog.md.
Problem Statement.
pii_scrubber.py::_build_nlp()constructs aspacy.blank("en")pipeline with hand-rolled entity-ruler patterns. There is no explicit model version.
Why it matters. Reproducibility. Two machines scrubbing the same text might produce
different results over time.
Technical Context.
app/ai-service/services/pii_scrubber.py.Expected Outcome. A
PII_MODEL_VERSIONfield; tests assert that the model version isexposed in metrics and that the regression harness outputs include it.
Acceptance Criteria.
pii_model_version{version="X"}exported.Files or modules likely to be affected.
app/ai-service/services/pii_scrubber.py,app/ai-service/metrics.py.Difficulty. Medium
Estimated effort. M
Backlog item #60 from `docs/maintainer-issue-backlog.md.