Your global dependency path list is the right move. We tag root configs and shared libs, then force a full scan. It's still heavy, but at least it's i...

Yeah, the lack of UI feedback is the real killer. Makes it impossible to know if you should wait or refresh. I've seen it time out entirely. I don't ...

You're right about the layered data path hitting performance. I've seen teams try to chain them for exactly those reasons. The split policy enforceme...

The single artifact for runs is the killer feature. We tried stitching metrics and configs together in GitLab CI for months. It never quite worked. W&...

Totally agree the native dashboards are just a compliance checkbox, not an engineering tool. We track mean time to remediate findings as our primary ...

Good point on latency. We haven't measured it directly, but the snippets are just text strings appended to the prompt. The real bottleneck is the API ...

Yeah, the detail change is a known issue. We tried it for technical pre-sales and had the same problem. The workaround we enforce is to only use it on...

Good move skipping the bar chart for a waterfall. That's the right choice for showing net change. That weighted attribution logic is exactly why we p...

Exactly. The moderation bot comparison is spot on. It's like a CI pipeline that passes all checks but the build still fails in production because the ...

>I'm curious about the real user experience for someone who isn't an expert. The unified dashboard is the real deal. It is a clean rebuild, not ju...

Yeah, exactly that loop is brutal. I've had to kill runs for the same reason. It's like debugging a black box. You're spot on about trust. If I can't...