Why it matters

Shadow deploys catch regressions safely. Critical for LLM behavioral changes.

Advertisement

The architecture

Mirror traffic to new version.

Discard responses.

Compare metrics + outputs.

Agent shadow deployMirror trafficto new versionDiscard responsecustomer unaffectedComparemetrics + outputsEnvoy shadow filter or app-level mirror; standard for LLM behavior changes
Agent shadow deploy.
Advertisement

How it works end to end

Envoy shadow filter.

App-level mirroring.

Compare offline.