Data refreshes
Snapshots scrub PII, rotate credentials, and reseed demo accounts before each rehearsal window.
Integration Staging
The test cluster mirrors production topology so integrations, migrations, and agent-driven tasks can run without touching live customer data. Dumps refresh on demand and follow the same privacy guardrails as prod.
Every integration run in test collects artefacts so humans and agents can iterate confidently.
Snapshots scrub PII, rotate credentials, and reseed demo accounts before each rehearsal window.
Agent jobs push logs to the MCP so failed drifts or approvals surface in the same ledger.
Compose stacks track prod config; make health-matrix compares timers, TLS and queues.
We capture ongoing tasks inside docs/ops/legacy-partner-integration.md and status logs.