Deployment & Containers

Independent deployability means own pipeline, private database, backward-compatible contracts, and no shared-library lockstep; if services must ship together, you have a distributed monolith, not microservices.

A shadow deployment mirrors a copy of real traffic to a new version whose responses are discarded and whose side effects are isolated, so you can validate it under true production load with zero user risk.