Observable constraints: quarantine queue (timing data), CDN max-age (known latency), Fourthwall analytics (known absence). Opaque constraints: help@ queue (no feedback), SSO 422 (no resolution path), day-identity error (unfixable). Research thrives on observability; opaque constraints resist analysis and risk becoming permanent infrastructure debt.