Beyond E2E: AI-Powered Exploratory Testing for Data Integrity | 5th Singapore Meetup
Traditional E2E tests cover known scenarios. Data replication can create far more combinations than scripted tests can realistically explore.
At The Test Tribe’s 5th Singapore Meetup, Prakash Azhagappan will show how AI-powered exploratory testing can complement deterministic E2E and integration tests to uncover data-integrity risks that existing automation may miss.
Session
Beyond E2E: AI-Powered Exploratory Testing for Data Integrity
Speaker: Prakash Azhagappan, Staff Software Developer in Test
Prakash will demonstrate how AI agents can explore complex data-replication scenarios across data types, boundary conditions, schema changes, and mutations.
The session will cover:
Generating targeted edge cases
Exercising multi-phase synchronization scenarios
Using precision-aware semantic validation
Automating triage to separate product bugs from expected transformations or test and infrastructure issues
The goal is not to replace deterministic testing, but to extend it with broader exploratory coverage.
Event Details
Date: 24 October 2026
Time: 10:00 AM – 12:00 PM Local Time
Venue: Lavender S Meeting Room, 808 French Rd, Singapore 200808
Agenda
10:00 AM – 10:15 AM: Welcome & Introductions
10:15 AM – 11:15 AM: Session by Prakash Azhagappan, Staff SDET at a leading data connector company, including Q&A
11:15 AM – 12:00 PM: Networking over snacks
12:00 PM: Event Wrap
The final part of the meetup is open for conversations with fellow QA professionals, SDETs, developers, and engineering practitioners from the Singapore community over snacks.
About The Test Tribe
The Test Tribe is the world's largest software testing community, empowering testers globally since 2018. With 925+ events and 170K+ members across 130+ countries, we bring software professionals together to learn, grow, and connect through meetups, conferences, cohorts, masterclasses, and more.
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