Wave 20 · Workforce, Internal Comms, And Growth Ops VWO experiment-governance proof Synthetic experiment + packet exports

Experiments that stay release-safe.

This control plane turns VWO-flavored experiment and review data into one buyer-readable surface: missing targeting evidence, holdout integrity drift, release blockers, and the exact packet sequence needed before a pricing test, homepage experiment, or onboarding gate goes wide.

Overview Experiment Lane Guardrail Gaps Release Posture Verification Docs

Commercial Front Door

Growth Ops evidence for experimentation, RevOps, analytics, and release teams.
Audit-safe visibility into missing targeting proof, stale holdout evidence, measurement drift, and rollout posture without exposing live customer records.

Proof Layer

Offline analyzer + CLI + dashboard surface.
This repo reads experiment and review snapshots and turns them into lane, gap, and release packets operators can actually use.

Why it matters

Recruiters looking for VWO / experimentation / Growth Ops / holdout governance / rollout operations should see real operator work: targeting evidence, holdout posture, measurement proof, and owner-safe escalation.

Experiment Lane

owner · focus · next action

Lane	Owner	Focus	Status	Findings	Next action
Targeting evidence lane Missing targeting evidence is the fastest way to turn an experiment into a customer-trust and data-quality problem.	Growth Engineering	Eligibility proof, exclusions, and traffic allocation posture	RED	4	Reconcile the targeting ledger and close the missing evidence packet.
Holdout integrity lane Holdout posture is partially healthy, but one packet is still open against a sensitive pricing experiment.	RevOps Governance	Control groups, exclusions, and ramp hygiene	YELLOW	5	Collapse duplicate holdout rules into one release-safe evidence packet.
Release lane Release posture is degraded for the onboarding test because QA and rollback proof are not fully locked.	MarTech Operations	QA readiness, rollback posture, and rollout safety	RED	3	Restore the rollout guardrail before release.
Measurement lane Measurement evidence exists, but some exception packets still depend on manual coordination.	Analytics + Attribution	Primary metrics, holdout trust, and revenue proof	YELLOW	2	Assign the remaining high-severity packet and validate the metric path.