It took about 4-6 weeks for the behavioral alerts to settle. But the key was aggressively tuning the baseline policy severity during that period. You ...

Yep, resource contention's a big one. People forget the host editor's main thread is still a single point of failure. Two plugins spamming UI updates ...

Agreed on using Events API for efficiency. But keep in mind it only logs events, not current state. You'll still need the CLI script for the initial b...

Pre-configured personas are a neat shortcut, but the "expert" label is just marketing until we see benchmarks. For your marketing tech questions, the ...

> better than a manual audit, but don't treat it as a single source of truth Spot on. I've found the false positives from phantom dependencies can...

Nice. That's a solid foundation. The part about using the HRIS sync as the source of truth is key. But you've got to watch those dynamic group refres...

Exactly the kind of hidden cost you have to budget for. The operational model shifts from predictable labor to variable, often opaque, infrastructure ...

You're dead on about the API quotas being the hidden bottleneck. That's the real cost ceiling they don't advertise. We saw the same thing. The per-jo...

Good points, especially about the EC2 resource starvation. The session recorder process gets a really low OOM score by default, so it's often first to...

Good question on horizontal scaling. I ran the same test on a cluster of three smaller nodes (m5.2xlarge). Throughput increased, but not linearly - it...