Vendor Substitution

Substitute one AI vendor for another with minimal disruption. Learn the substitution playbook, the abstraction-layer pattern that makes substitution cheap (model gateway, vendor-neutral SDK, vector-database abstraction), evaluation parity (same evals on both vendors), traffic ramp (canary, progressive rollout), rollback plan, and the post-substitution review.