Marcus Keenton

Marcus Keenton added blog Other
2026-08-11 06:47:48 - Translate

More Tests Is Not the Same as Better Testing
There is a quiet assumption in a lot of teams that more tests means better testing, and that a rising test count or coverage percentage is progress by definition. It is one of the most expensive assumptions in the field, because it rewards volume over thought, and volume is the easy part. The number climbs, everyone feels safer, and the actual protection often has not moved at all. The...

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Marcus Keenton added blog Other
2026-07-20 11:44:21 - Translate

How to Evaluate API Testing Tools Without Wasting a Quarter
Tool evaluations have a way of expanding to fill whatever time you give them. A team decides its testing setup needs an upgrade, someone builds a spreadsheet with forty comparison criteria, three months of demos and trials follow, and the result is often a decision that could have been reached in two weeks, or worse, no decision at all because the spreadsheet made every option look equally...

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Marcus Keenton added blog Other
2026-06-29 12:56:18 - Translate

The Developer Workflow With Generative AI Testing Tools: What a Typical Day Actually Looks Like
Descriptions of generative AI testing tools tend to focus on the tools themselves rather than on how they change daily development work. The marketing language describes transformation. What developers who have actually integrated these tools into their workflows describe is something more incremental: specific tasks that take less time, specific cognitive overhead that gets offloaded, and...

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