Deployment
Deploy partner SDK integrations with controlled rollout and rollback guardrails.
Release Pipeline
Build and test SDK integrations in CI before production promotion.
Use canary deployment stages so a limited traffic slice validates behavior before full rollout.
- - Pin SDK and API versions in lockfiles
- - Run smoke tests covering auth, tool calls, eval hooks, and telemetry
- - Configure automated rollback on elevated 5xx or latency thresholds
Environment and Secrets
Store API keys in your secret manager and inject at runtime rather than in source code.
Separate development, staging, and production credentials to keep blast radius isolated.
Operational Readiness
Deploy with health probes for upstream dependency checks and queue backpressure visibility.
Document runbooks for incident handling, failover, and post-deployment verification.