Transformation Sandbox

Overview

The Transformation Sandbox is the controlled path from discovery evidence toward consequential change.

• Dry-run intended actions against a safe target.
• Replay recorded inputs with secrets removed.
• Use shadow mode before switching traffic or ownership.
• Require identity and explicit approval at the write boundary.
• Define rollback conditions before execution.

Production checklist

• Keep credentials in a server-side secret store.
• Set explicit cost, latency, privacy, provider, and regional constraints.
• Capture route and evaluation evidence for incident review.
• Test timeouts, cancellation, fallback, and denied-policy paths before rollout.