How to Drive Adoption of a New Testing Framework

To drive adoption of our superior testing framework across dozens of teams, I would treat this as an internal product launch rather than a mandate. First, I'd quantify the ROI by comparing our new framework's execution time and flakiness reduction against the legacy system, creating a clear business case. Next, I would identify three 'champion' teams from different domains who face high testing bottlenecks and offer them early access, mentorship, and priority support to co-create the migration path. This pilot phase is crucial for generating authentic success stories and fixing edge cases before a broader rollout. Once we have validated the benefits, I would roll out comprehensive enablement resources, including one-click migration tools and interactive workshops, to lower the learning curve. Finally, I would partner with Engineering Leadership to tie adoption milestones to team performance goals while maintaining a feedback channel to iterate on the framework itself. At IBM, where scale matters, this approach ensures we build momentum through proof of value and empathy for developer experience, ensuring long-term sustainability rather than forced compliance.