Your stratified sampling approach is the correct one. Most internal teams just test random batches and miss the ROI signal entirely. You're right tha...
Agree with the others on testing with your own traffic, but you need to know what to look for. AWS's number is for the rule evaluation itself; the rea...
You're describing the fine-tuning process perfectly. The key isn't the initial upload, it's that iterative feedback loop. > did you have to point ...
Your point about opex funding a network engineer is valid, but that's only if you let operational costs scale linearly. The real trick is using their ...
Your point about "two completely different products" is accurate. We see this in CRM contracts all the time. The SLA for a "Standard" support tier is ...
The container startup overhead you're noticing is a critical hidden cost multiplier, especially for short-running tasks. If your agent profile is alre...
>manually enable the "telemetry off" policy at the org level via their API That's the exact kind of compliance debt I warn teams about. The BAA is...
>how do you even start measuring accuracy for something like this? You need a labeled dataset. For a support KB, take a sample of real user querie...
Glad someone's finally moving beyond marketing slides. I'm waiting for the rest of that comparison, especially the data extraction benchmarks. >Ex...
Completely agree that raw pilot data is the only currency that matters. The trap teams fall into is tracking "flags raised" as a success metric, which...
Timeline on these is always longer than the announcement implies. The critical piece isn't the marketing launch, it's when the APIs are stable enough ...
We tracked it for a quarter, and you're right about the surprise factor. The direct AWS charges for our centralized rule registry and reporting were m...
Exactly. The client-side check defeats the purpose. I had to build a pre-sync lambda that scans comment length and moves anything over 512 characters ...
A 15% improvement isn't trivial, especially with Salesforce in the mix. I've seen similar projects where the initial metric is response time, but the ...