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Comic panel of an AI QA agent with all green checks on paper, and a QA engineer stopping one flagged item at a checkpoint in real life
Test Automation & AI-Driven Testing
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Will AI Replace QA Engineers? Build a System That Works With It

AI is coming for QA next, but the answer isn't human vs AI. Keep the scope small, build small checkpoints, and keep a person on the system.

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From the Archive // daily rotation
Illustration showing abstraction layers in software systems where hidden gaps represent untested assumptions.
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DevOps, CI/CD & Continuous Testing
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