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Data-Driven Testing Patterns to Keep Your Suite Clean at Scale image
  • Komal chowdhary's profile image
Once we classified our Test data types, the next question was: How should tests consume this data? This is where data-driven testing patterns helped. The data type tells us what kind of data we are...
 Test Data Types A Mental Model for Automation using playwright at Scale  image
  • Komal chowdhary's profile image
When we talk about test data management in automation for Playwright frameworks the strategy always starts with :  “Keep test data separate from test logic.”  That is good advice.  ...
Scream Testing image
  • Komal chowdhary's profile image
 Scream testing is a practice used to determine whether a legacy service, server, API, or component is still in use by temporarily disabling or shutting it down and waiting to see if anyone complains "screams".  In modern software architecture and cloud infrastructure, orphan dependencies and zombie assets frequently remain active without clear documentation or ownership. While it carries operational risk and should be treated as a last resort with an immediate rollback strategy, scream testing helps teams identify hidden downstream dependencies, clean up technical debt, and decommission unused systems safely. 
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  • Komal chowdhary's profile image
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First MoT San Francisco event image
  • Komal chowdhary's profile image
  • Simran Agrawal's profile image
  • Pranav Pandit's profile image
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  • Swati Dileep's profile image
  • Rajan Vyas's profile image
  • Ashutosh Folane's profile image
  • Marc Cauchy's profile image
  • Suryakanta Mohapatra's profile image
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We just wrapped up our first MoT San Francisco chapter event on March 26th 2026 Great turnout and really engaging discussions — especially around how AI is reshaping testing roles and what’s a...
Testing Oracles image
What Guides Your Testing Decisions? Ever heard of "Kiddie Oracles" or "Golden Master Testing"? Oracles in testing aren't just fancy tools they're the wisdom behind our decisions, the sile...
Migration testing  image
  • Komal chowdhary's profile image
migration testing is the process of verifying that data, applications, or systems work correctly after being moved from one environment, platform, database, or version to another. Think of it like moving houses you want to make sure nothing got lost or broken in transit.
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  • Komal chowdhary's profile image
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