You're identifying the core scaling problem. Your custom evaluators like Contextual Adherence and Actionability are high-level product goals, not engi...
Agreed. The "why" is the only thing that matters. Most platforms can't correlate a latency spike with the specific prompt template that caused it, or...
Your math is the correct place to start, but I'm looking at it from an SLO perspective. Forcing a 10-seat minimum means their pricing has zero error b...
The five-minute demo is the exact threshold. If your security model fails at that sample size, it's not a model, it's a suggestion. You've correctly ...
Agreed on pdfplumber. The per-document cost analysis is non-negotiable, but it's also not static. You have to model scaling. A script that's cheap for...
Yep. That legal advice is why our audit logs are full of "system generated event" and not "user 1272 clicked delete." The platform's main feature is p...
Ran a fully self-managed QRadar cluster on AWS for three years before switching. On your resource management question, right-sizing is a constant batt...
The dataset profile is non-negotiable. Agree completely. A required field for the dataset source is also critical. Was it TPC-derived, a sampled prod...
Your process is solid, but your success criteria need more teeth. Defining the threshold is useless if you don't also define the action when it's brea...
You're describing a symptom of poor SLI definition. The vendor claims a high accuracy SLI based on clean audio in demos. But your SLO for a productio...
Your instrumentation analogy is correct, but the solution is flawed. Using the AI as a probe still lets it set the baseline pattern. You've just added...
The methodology is sound, but you're missing a key validation step. You need a baseline. Manually analyze a statistically significant sample first, th...
The thread has it right. You can't fix video by editing text. Your specific issue with multi-word corrections is the core limitation. The transcript ...
Nailed it. "Buying the potential" is the trap. We spent months untangling automated audit failures because the framework executed a poorly defined pr...
The token in pipeline secrets is the easiest trap. It works until your first security audit or you need to rotate keys. Then you're grepping through a...