Changing an API host in production without an outage is achievable, but it requires treating the change as a deployment with its own risk profile, not a one-line configuration edit pushed straight to production. The difference between a smooth cutover and an incident is almost always in the preparation, not in the moment of the actual switch.
Before the cutover:
Provision credentials for the new host well ahead of time, and confirm they work in a staging or test environment against real request patterns, not just a single manual test call
Instrument your application to log which host served each request, even temporarily, so you can verify the rollout's progress and diagnose any issue by host afterward
Confirm your configuration system supports changing the host value without a full application redeploy, whether that is an environment variable, a feature flag, or a remote configuration service, since a redeploy-per-change process is slower to react if something goes wrong mid-cutover
During the cutover:
Roll the change out gradually rather than all at once if your infrastructure supports it: a percentage of traffic, one server or region at a time, or one non-critical endpoint before the others
Watch error rates and response times in real time during the rollout window, comparing them directly against your pre-cutover baseline rather than an assumed acceptable range
Keep the previous host's credentials active and ready during this window, so reverting is a configuration change rather than a new deployment
After the cutover:
Let the new host run at full traffic for a defined observation period before considering the migration complete, since some issues only appear under sustained load or at particular times of day
Compare actual response data between the old and new host for a sample of identical requests if you have logged both, to catch any subtle data differences that error rates alone would not surface
Only retire the old host's credentials once the observation period has passed without issues, on a specific decided date rather than "eventually"
Because My Geocode's compatibility hosts reproduce a provider's exact request and response shape, the actual code-level change in a compatibility-based migration is frequently limited to the host name and the authentication credential, which reduces how much new code is introduced during the riskiest part of the cutover window. Authentication itself supports four styles, X-API-Key header, Authorization: Bearer, HTTP Basic auth, or a query parameter, so this part of the change can often be a pure configuration update rather than a code change at all, depending on how your existing client library is structured.
A zero-downtime migration is less about clever infrastructure and more about discipline: prepare thoroughly, roll out gradually, watch closely, and keep a way back until you are confident enough not to need it.