Quality Isn't Vibes: How We Created a Practical Framework to Measure Software Quality

"if you can’t measure quality, you can’t manage it. And if you can’t manage it, you’re hoping rather than engineering." When I ask engineers about quality, I get ten different answers. Code coverage. Test pass rates. Customer satisfaction. Time to resolution. All of them are right, and none of them are complete. Product quality encompasses attention to every detail. In software, the problem is that quality often turns into a feeling. A vibe. Teams know when things feel shaky. Leaders sense when trust is eroding. But without shared, measurable signals, quality conversations quickly devolve into opinions and trade-offs driven by whoever speaks loudest. This isn’t a breakthrough idea, but it’s the one that fundamentally changed how we operate years ago: if you can’t measure quality, you can’t manage it. And if you can’t manage it, you’re hoping rather than engineering. "The problem isn't the metrics themselves. It's that quality is…