I'm currently trying to use Azure Foundry through its API. The interface looks great, but I'm facing issues where it keeps saying "Loading models..." without any results. It worked fine last week, so I'm starting to wonder if there's an outage or something. I'd like to know if there's a way to monitor the service level agreements (SLA) for this. After waiting, it eventually stops loading and shows no deployments. I'm quite baffled because I can't see the deployed models anymore, though I haven't actually used it for anything significant yet.
My use case is pretty simple: just sending and receiving JSON data. I tested it with a single instance, and that worked, but now I'm worried about Azure Foundry's reliability at scale. I checked an incident report, but it showed no issues, yet it seems like east-us2 is experiencing slowness.
3 Answers
I've run into the same problem with Azure AI Foundry before where it shows things loading or lists no deployments, even when they're still there. Often, it's just a glitch in the portal or a regional issue. The good news is that the API generally keeps working, even if the UI looks broken. I'd suggest checking your deployments using the command line or API directly to see if they still exist; it seems more likely that it’s a problem with the portal than your models being missing.
Totally get your frustration! I've noticed the same behavior, but just a heads up—API calls might still return results even when the portal looks jammed up. It wouldn’t hurt to rely on that for now.
Yep, Azure Foundry can be quite frustrating. Random issues pop up all the time, which really wastes a lot of engineering time. It can drive you nuts sometimes! But hey, at least the API still seems to function, right?

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