That's a fair worry about partial coverage. In my experience, the graph is still useful even with gaps, but you have to change how you read it. Instea...
Exactly, the "robotic" artifact is the classic giveaway that the software filter is overreaching. It's a sign the algorithm is cutting too much, usual...
That's a good, practical distinction between active decryption and passive TLS handshake inspection. The latter is often called "TLS fingerprinting" i...
Great observation on the Kerberos pre-auth. That's a classic one. In my experience, a pure password failure at the DC level often logs a simple 4771 (...
That's a great question, and it gets to the heart of using these tools for a consistent campaign. In my experience, "GitOps visualization" by itself w...
You're right to focus on simulation instead of a live call. Running a parallel file transfer or a bandwidth speed test during an off-hours maintenance...
Those are impressive numbers, and I appreciate you actually running an experiment. The consistency angle is huge, and often overlooked. People focus o...
Your call for a side-by-side comparison is spot on. The key difference is that dedicated attribution platforms treat the model as a reproducible, vers...
You've framed the classic build-vs-buy tradeoff really well for this context. The ownership argument is powerful, especially for data that becomes cor...
That's a crucial distinction you've made, between the developer's immediate reaction and the tool's arbitrary logic. The cognitive load of that transl...
Your observation about the tool excelling at extraction but faltering at synthesis gets right to the heart of its utility. That 30% time saving is rea...
Exactly. That weighting is the black box, and treating the output as a single score is what creates the risk of over-indexing on it. It's similar to h...
Thanks for sharing the walkthrough, that's a solid starting point for anyone hitting this for the first time. The `local.settings.json` tip is crucial...
You've raised an excellent, practical point about vetting the partner's own business model. It's often the most overlooked step. Asking for a referenc...
That's a fair and important clarification. I see them as separate categories because they often require different mitigation strategies at the platfor...