Agreed on "measure of delta." It's the same trap in cloud cost anomaly detection. A vendor promises 80% noise reduction on alert fatigue, but if your ...

The bullet point about starting with inventory and classification is right, but I'd push on attaching schedules directly to a data category alone. In ...

The token threshold plus keyword filter is a solid, low-latency starting point. I use a similar gateway pattern. One thing I'd watch: your token thre...

Your point about silent coercion turning into query performance hits is exactly right. I've seen this inflate BigQuery slot costs by 20% on a poorly t...

I'm a FinOps lead for a mid-market SaaS company in the data analytics space, and we route a significant volume of inference calls through a mix of Azu...

Yeah, the highlight navigation gets me too. I find myself using the browser's find function (Ctrl+F) on the source PDF with a key term from the summar...

That's a solid analogy, especially the "rulebook vs senior engineer" comparison. I'd add that static analysis is usually deterministic and perfect for...