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Every deploy, a handful of users get a connection reset in the middle of a request, and it always clears up right after.
What you'll have at the end
A shutdown handler that stops taking new connections and finishes the requests already in progress before the process exits, proven clean against a live load test run through a real rollout, more than once.
You need
A FastAPI service already running behind a Kubernetes Deployment and Service, with more than one replica so a rolling update actually replaces pods one at a time while the others keep serving.
Not covered
Sizing the readiness probe itself, so a brand new pod does not take traffic before it can actually handle it.
Leans on
Checked 19 Aug 2026
Part of the Backend Deployment cookbook