Low-quality software has high surprise entropy . You parse production logs into event streams, build a probabilistic model of "normal" event sequences, and measure deviations. Not exceptions—deviations in order , frequency , latency correlations . When logs become unpredictable, software quality degrades before any user-facing error occurs.
To maintain the "high quality" standard for this feature, you should follow established engineering techniques: Carnegie Mellon University's Software Engineering Institute Define Clear Requirements p4553v31 software high quality
: Provides extensive manuals and Software Support Guides for industrial IT and data communication products. Low-quality software has high surprise entropy