feat(mothership): mixture of models, search agent, persistent subagen… #22406

Job	Run time
Detect Version	4s
Build AMD64 (./docker/realtime.Dockerfile, ghcr.io/simstudioai/realtime, ECR_REALTIME)	55s
Build AMD64 (./docker/db.Dockerfile, ghcr.io/simstudioai/migrations, ECR_MIGRATIONS)	26s
Build AMD64 (./docker/app.Dockerfile, ghcr.io/simstudioai/simstudio, ECR_APP)	5m 51s
Build AMD64 (./docker/pii.Dockerfile, ghcr.io/simstudioai/pii, ECR_PII)	2m 42s
Test and Build / Build App	3m 25s
Test and Build / Lint and Test	3m 11s
Check Docs Changes	0s
Deploy Trigger.dev (Dev)	-1s
Migrate Dev DB	-1s
Build ARM64 (GHCR Only)	-1s
Build Dev ECR	0s
Migrate DB / Apply Database Migrations	49s
Promote Images	15s
Process Docs	0s
Create GitHub Release	0s
Create GHCR Manifests	0s
	17m 35s

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