~/talk

Intent Over Scripts: Modernizing Software Testing with AI

Talkat TestMu Conference 2025 · 2025-08-19..08-21· [ai-assisted-development, testing]
linkedin:prncvrm
slides:none on file

Claims a move from scripts to intent-over-scripts with KAI generating and validating tests end-to-end: 150+ customers, >500 test cases created daily and >300 flaky tests fixed per day, yielding ~40% faster test design. Upload PRDs, screenshots or Figma snapshots, then agents generate prioritized intents, run parallel agent sessions across web/mobile/API, export runnable code, and perform autoheal on failing steps. Keeps a human in the loop, needs no repo access, and supports DB/API/ETL testing and scheduled, scalable test runs.

AI-written summary · about

  1. 0:00Welcome
  2. 1:44Introducing KAI
  3. 3:11KAI as unified platform
  4. 3:32Demo: PRD to test scenarios
  5. 7:13Intent-driven testing
  6. 10:02Automated test sessions
  7. 13:11Test execution and debugging
  8. 15:36Scaling tests
  9. 17:21AI testing in CI/CD
  10. 19:23Reporting and trends
  11. 21:07Human-in-the-loop
  12. 21:27Future of AI-native testing
  13. 22:54Q&A
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