How should canary deployment be designed for production?

For production, choose representative traffic, define automated success and abort criteria, watch both technical and business metrics, increase traffic gradually, and keep rollback immediate. Add automated tests and observability around the critical behavior, document ownership and failure handling, and review the design when traffic, dependencies, or security requirements change.