improvement(providers): harden OpenAI-compatible providers + add test… #17783

Job	Run time
Detect Version	4s
Test and Build / Test and Build	5m 27s
Check Docs Changes	0s
Build Dev ECR	0s
Build ARM64 (GHCR Only)	0s
Migrate Dev DB	-1s
Build AMD64 (./docker/realtime.Dockerfile, ghcr.io/simstudioai/realtime, ECR_REALTIME)	42s
Build AMD64 (./docker/db.Dockerfile, ghcr.io/simstudioai/migrations, ECR_MIGRATIONS)	41s
Build AMD64 (./docker/app.Dockerfile, ghcr.io/simstudioai/simstudio, ECR_APP)	4m 14s
Process Docs	0s
Create GHCR Manifests	0s
Create GitHub Release	0s
	11m 7s

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