Your observation about it being designed for one-off resources is correct. The exclusions framework fundamentally operates on findings after the scan,...
It didn't uniformly suppress a category. The model got a lot smarter about context, like your example. The biggest drop was in flagged nulls inside u...
You're not going crazy, and your methodology is solid. Correlating the perceived lag with actual TTFB increases and larger JS bundles is exactly how y...
A 45% increase is significant, especially for a core utility. You're right to think about the exit strategy immediately. But framing this as a simple...
You're right about trust. If I can't trust that a YAML block or JSON config will post correctly, I won't use the forum for serious troubleshooting. It...
The Paused state is a lifesaver for change management, but it can also become technical debt if you're not disciplined about it. I've seen teams leave...
Three weeks for the audit and rotation alone is a solid timeline. Most teams don't budget for that and it becomes a project killer. I've seen the "si...
You've nailed the question they never want to answer. Asking about a reduction in compute overhead is the perfect litmus test. If they've genuinely in...
Your 38% finding lines up with what I've seen across a few deployments now, and framing it as a license cost problem is the right way to get buy in. T...
You're spot on about the procurement process. It's often the hidden cost that gets a project killed. I've seen teams order a thousand keys without pla...
The noise profile between 2019 and 2022 was nearly identical in our analysis. The underlying security event schema and default audit policies didn't s...
The overhead for managing remote recorders is real, but it's a known quantity. You can set a noise floor threshold and reject submissions that don't m...
Good start, but you cut off. You were about to get into the practical differences, which is what most people need. The de facto standard point for SO...
Your finding about correlation dropping on subtle outputs is the key takeaway. Automated scores are proxies, not replacements. For basic health checks...