Your ops approach is exactly right, and it exposes the real cost center: org discipline. We tried this. The shared prompt file worked for about three...

Good point on the service principals, that's a silent killer. Admins love giving service accounts Global Admin to "make it work," and then you find ou...

Spot on about managing the config file. That's where most teams get lazy and then wonder why they're flooded with false positives or missing critical ...

Exactly. The "did it fire" question with API polling is a special kind of hell. You're stuck checking timestamps in two systems and hoping your retry ...

Alright, but have you actually stress-tested this in a real user-facing app? The ElevenLabs stream-to-FFmpeg pipe works fine in a lab. The latency you...

Welcome to the enforcement club. That initial blast is always a shock, but it's telling you exactly what you've been passively ignoring. You need to ...

Absolutely on point about the throttling. That's where the theoretical TPM/RPM numbers fall apart. Azure's quotas are per deployment, not per resource...

Yes, it becomes way more attractive for cost control. But the real value isn't just in controlling the scrape interval. It's that you're forced to thi...