New Leaf Tools LLC
// Release Engineering

Guardrail Autopilot

Shadow-mode rollout proof — a fully-evidenced log of every advance, hold, and would-have-rolled-back decision, before you trust it to act.

What it is.

Most progressive-delivery automation asks teams to give it the rollout-and-rollback authority before it has earned trust. Guardrail Autopilot inverts that — it runs in shadow mode first, watches what your guardrails would have decided, and emits the evidence.

Reads Datadog and LaunchDarkly read-only. Emits a structured log of every advance, hold, and would-have-rolled-back event. Compare against your historical incident timeline before promoting it from observer to operator.

Fifteen-minute setup. No production-mutating credentials in the trial. The trust gradient is built into the product.

What it does.

  • Shadow-mode evidence log — every decision recorded with inputs, threshold, and outcome.
  • Read-only credentials — Datadog and LaunchDarkly observers; no mutate paths in trial.
  • 15-minute setup — no agent install, no PR-block in trial.
  • $0 to evaluate — pricing only applies once promoted from observer to operator.
  • Promotion gate — explicit hand-off from shadow to live, with a configurable approval policy.

Who it is for.

Buyer Profile

Release engineering and platform teams running progressive delivery against feature-flag or canary infrastructure that need a defensible audit trail before granting rollout-and-rollback authority to any automation.

// Engagement

Contact for details.

Datasheet, integration scope, and pricing under NDA. Reference this product in your subject line.

contact@newleaftoolsllc.com