Latest updates for Tests & Experiences
Fresh curated links around Tests & Experiences are collected here so marketers can spot useful updates and turn timely ideas into posts faster.
Recent items include:
- Spec-Kit
- Test data driven development
- Ranking Test Suites by What They Caught [Testμ 2026]
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Ranking Test Suites by What They Caught [Testμ 2026]
Partha Sarathi Samal of Paramount on replaying 18 months of incidents against 4,200 tests, the proven, duplicate and unproven verdicts, and their limits.
New Experience, Adaptive Heal and Dynamic Test in KaneAI
New Experience is the new KaneAI authoring engine behind Adaptive Heal and Dynamic Test. Set the strategy, review the draft it produces, approve or decline.
9 Vibe Coding Risks and How to Test for Them
Vibe coding risks measured on six live apps: five logged errors on load, two lost state on reload, one answered from an empty form. Plus what test catches each.
Testing LLM Responses You Cannot Predict [Testμ 2026]
Gil Zilberfeld of TestinGil on golden data sets, scorecards and sanity tests, and why fixing a bug inside a prompt is only the start of fixing it.
69 Tests. All Passing. Zero Bugs Caught.
An AI model wrote 69 tests for a Python module. Every one passed. Together they caught zero of the eleven bugs I had deliberately planted in that module. A second setup, pointed a...
Once upon a time Piper did some testing for Sauce Labs
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