In the full video, Animesh covers:
- Collaborative vs. Delegative AI: Why hands-off “toaster-style” agents free up senior devs vs. Copilot-style assistants
- The 3 Automation Pillars: How predictability, repeatability, and scalability are non-negotiable for AI-driven testing
- Live Spring PetClinic Demo: Building and validating tests for redirect-vs-pagination behavior in a real MVC app
- Copilot vs. Diffblue Cover: See consistent, review-ready tests (91% method coverage in 2 min) versus brittle, hand-tweaked output
- Seamless Integration: IDE plug-in, CLI and CI action – all on-device, no cloud, no IP leakage
- Mutation Testing Gates: Automatically enforce a minimum test-strength benchmark before merge
- Performance at Scale: 26× more Java lines covered annually versus Copilot at a global IoT leader
- Enterprise Case Studies: 12m LOC legacy app refactored in 8 hours; production-incident reductions
- Choosing the Right AI: Match structured code→structured tests for full automation; stick with assistants for exploratory tasks
