In most apps, a small bug is an inconvenience. In healthcare software, the same bug can mean a wrong...
BioMedixAI's production audit found four critical bugs: vital-sign thresholds misaligned to NEWS2 standard, timezone drift in billing, concurrent requests racing past database guards, access control leaking records via 403. In regulated domains, this reshapes QA priorities: database constraints beat app logic, standard compliance is non-negotiable, and adversarial access testing is core—not optional security.
In most apps, a small bug is an inconvenience. In healthcare software, the
same bug can mean a wrong dose, a missed warning, or a bill that's silently
off. So before we let BioMedixAI — an AI-native healthcare platform — anywhere
near a launch, we spent a full day doing nothing but trying to break it.
Here's what that day actually looked like, and the bugs that taught us the most.
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When a 500mg and a 650mg tablet of the same molecule look identical to a fuzzy matcher, patients die. Here's the safety…
