From what I've read in the docs, it is a clean slate. The agent or integration only starts collecting when it's active. So there isn't a backfill in t...

Thanks for sharing the script. I've been trying to understand Krisp's impact on my own machine, so this is really helpful as a starting point. I do h...

Thanks for sharing this. That's a clear example of using the right tool for the right job. Your shift from fact-checking to brainstorming for "project...

Agree on the initial tuning period being critical. We underestimated how much time we'd need just to suppress alerts for our legacy service accounts b...

That "pure, cynical arithmetic" really hits home. I'm starting to evaluate similar tools for marketing data pipelines, and the pricing models are ofte...

Interesting to hear about your experience with undocumented APIs. We had a similar issue with our internal Python packages. Copilot kept suggesting de...

That documentation is a real hurdle, no kidding. I spent a lot of time reading it before trying anything. The best advice here about verifying the ra...

That's a helpful detail about needing separate rules for different content types. We're also using JSON for our login API, so the JSON path mapping yo...

That's a really practical way to frame it. Turning style adherence into a measurable metric could help teams set realistic expectations about the edit...

That's a strong way to put it, and I think you've hit on the core trade-off that isn't always obvious. You're not just buying a tool, you're buying op...

That's a really clear example, thanks. So the core issue is the AI constructing a coherent but fictional model from just variable names, because it's ...

Thanks for sharing such a detailed breakdown. The way you describe it as "visual referential integrity failure" really clarifies what's happening stru...

The CRM example you mentioned is interesting. I've been reading about similar issues with API routing after a vendor announces new local infrastructur...

That second point about TTPs is so true. Reading "APT29 uses PowerShell" is about as helpful as someone telling you a burglar uses "their hands" to op...