events

Beyond E2E: AI-Powered Exploratory Testing for Data Integrity | 5 Singapore Meet

Prakash Azhagappan, a staff software developer in test, speaks at The Test Tribe's fifth Singapore meetup. The session looks at where deterministic end-to-end and integration tests fall short as database replication grows more complex, and

Starts

2026-10-28T02:00:00+00:00

Organizer

The Test Tribe Singapore

Location

Singapore, Singapore, Singapore, Singapore

Prakash Azhagappan, a staff software developer in test, speaks at The Test Tribe's fifth Singapore meetup. The session looks at where deterministic end-to-end and integration tests fall short as database replication grows more complex, and how AI agents can explore multi-phase synchronisation, boundary conditions, schema changes and mutations to surface data-loss and integrity risks. Covered: targeted edge-case generation, precision-aware semantic validation, and automated triage that separates genuine bugs from expected transformations or infrastructure noise. The stated aim is augmenting existing automation rather than replacing it.