Quality systemThe credibility comes from gates around parity, performance, and recommendation behavior.
Storage Strategist is useful portfolio proof because it shows engineering around uncertainty: backend parity, benchmark regression checks, recommendation KPI thresholds, compliance checks, and desktop smoke tests all shape the work.
Native and parallel-disk-usage-backed scanning paths are compared through explicit parity metadata.
Evaluation fixtures track precision, contradiction rate, and unsafe recommendation counts.
Benchmark workflows watch for performance regressions before backend defaults change.
Compliance and provenance checks keep dependency and license choices visible.