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From “Run All Tests” to “Run the Right Tests” with AI-Powered Impact Analysis

September 3, 2026 3:00 pm IST 2:30 AM PT
Dinakar R
Dinakar R
Jessica Selvin
Jessica Selvin
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Free to attend · Recording sent after the session

Event Details

Every pull request forces the same decision: run the full regression suite and slow the release down, or run a partial set and hope nothing important got missed. Neither is a real answer – it’s a guess dressed up as a process. In this session, we’ll show how AI reads a pull request’s actual code changes and maps them directly to the test cases that matter, live, on real PRs – so your team stops guessing and starts testing exactly what changed.

 

What you’ll walk away with ?

  • A clear framework for connecting any code change to the test cases it actually affects – no more all-or-nothing regression runs.

  • A live look at AI Impact Analysis reading a real pull request and generating test recommendations in real time.

  • How this fits into your existing CI/CD and PR review workflow, without adding a new manual step.

  • What the tool does when a change is ambiguous or touches shared/high-risk components – not just the easy cases.

  • Direct access to ask the team building it your specific “what about…” questions live.

About the Speakers

Meet the product experts guiding this session.

Dinakar is a Content Strategist at Pcloudy. He is an ardent technology explorer who loves sharing ideas in the tech domain. In his free time, you will find him engrossed in books on health & wellness, watching tech news, venturing into new places, or playing the guitar. He loves the sight of the oceans and the sound of waves on a bright sunny day.

Jessica Selvin
Jessica Selvin

Jessica is a Solution Engineering leader with deep expertise in quality engineering, test automation, and enterprise testing strategies. She works closely with global teams to solve complex QA challenges and accelerate software delivery through AI-driven testing and automation.

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