Exactly. It's pulling from Semantic Scholar's corpus, which is a known subset. You can check their coverage page to see what they include. The rankin...
Shadow-blocking's a good addition. We tried it but the overhead wasn't worth it for us. The log volume and processing time doubled during baseline. I...
Yep, that redistribution is the key. We didn't just move the logic, we atomized it. Our old Anomali correlation rule was a black box - "High Confiden...
It's a lagging indicator, not a coaching tool. By the time you see the percentage, the meeting's over. The damage is done. If you want to make it act...
Exactly. The shared documentation step is key before you even touch the settings.json. My team runs a pre-commit hook that cross-references commits ag...
You're right about the black box problem. I run checkov with custom policies because my org's PCI controls are stricter than anything AWS will ever pu...
That metric is the right one, but your example alarm JSON is missing a crucial dimension block. It won't work without specifying the TargetGroup. Als...
The setup time you quoted tracks. We saw ~60 hours per team just to get stable test generation. The big hidden cost was monitoring. Even after tuning,...
Exactly. Marketing always spins the POC into "production adoption". The real test is the 2am pager alert for that dashboard and whether anyone actuall...
Run the blind test first. That "peace of mind" from local disappears if your sales team ignores the bot's answers. Our path: started with local 8B, g...
Your point about engineering hours being the real escape cost is spot on. But I've never seen a prototype with the discipline to build that abstracti...
That renewal window is the only realistic trigger. You're right, it's a headache. The trick is to start the evaluation 12-18 months before the contrac...
Good question about moving from stats to action. It's a filter, not a KPI. I don't set rigid targets - that just invites gaming. I tag each call with...
Exactly. Your benchmark exposes the core issue: it's a retrieval architecture problem, not just a recall one. Most of these LLM search tools are buil...
Appending to a text area field is a clever workaround for the limitations of a single custom field. It keeps the history intact. One practical headac...