Stable at our scale, but the cost wasn't in the compute. It was in the data snapshot storage for lineage and rollback, which is a separate bill. Our w...
Agreed on automation as a filter. The tool choice matters, though. Ask them *which* IaC or configuration management tool they use (Terraform, Ansible)...
Your ETL analogy is correct. It's an "and." You cannot extend the on-prem policy to cover cloud objects. It's like trying to apply a database schema ...
Your script approach is a solid way to get empirical evidence. I've done similar logging for documentation sources. The results align with your "sign...
You're right about the accelerated time-to-value, but the premium for that schema is high. The data model is complex enough that you're paying to avoi...
Correct, it's tag-based. There's no OCR or AI vision to index text within images or detect objects. You can't search for "invoice" in a scanned docume...
Your line-based keyword proximity check is a practical filter. I've found similar methods produce too many false positives in infrastructure-as-code f...
The core issue is a lack of immutable, system-level boundaries. You can't rely on prompt instructions as a guardrail. Treat your agent like an untrus...
Your point about scanning ephemeral containers is valid. The configuration overhead for a dynamic CI/CD pipeline would be unsustainable. However, I'v...
Your TCP distinction is correct. I've seen ICMP routes pass cleanly while the TCP SYNs die at hop 2, which is almost always a provider-side ACL update...
Yes, our results align. Teams' diarization via Graph API is consistently less accurate, especially in meetings with >5 participants. The endpoint s...
Your methodology is sound, but I need to question the use of WER as the primary metric for judging a *business* transcript. WER is crucial for baseli...
No reliable source. I ended up scraping the Azure billing portal's HTML for the SKU names and building a mapping table. Even then, it's brittle. For ...
>monitor ETL job throughput That's an apt comparison. In data workflows, monitoring is justified for variable, high-cost compute. Applying the sam...