Initiate → Scale → Stabilize

Built the SDET org from zero: org design + hiring, PR-env CI, new test suite, Cypress+Cucumber migration, contributor program across pods.

50% faster deploys27% quicker bug cycle

Org design, hiring pipeline, PR-env CI launch, suite rollout, and cross-pod enablement.

Standards → Enablement → Ownership

Defined standards, added PR quality gates, coached feature teams to own tests, and reduced flake.

≈40% fewer release issues

Contribution playbook, PR gates, test ownership model, reporting and coaching.

Signal → Prioritize → Resolve

New triage cadences, severity rubric, SLAs with alerts, and dashboards for visibility and accountability.

27% shorter bug lifecycle

Daily cadences, SLA alerts integrated with the issue tracker, and decision dashboards.

Unify → Link → Report

Centralized test management and aligned product/eng/compliance to validate.

Coverage & traceability up

Space structure, naming conventions, API+UI suite linkage, and reporting rollups.

Timeline