40%
“Maintenance time cut by more than 40%, saving each QA engineer 2–3 hours per day previously spent on script fixes.”
As published on harness.io, October 2026. Captured by usedby on Oct 7, 2026.
What happened
Gameopedia's QA team replaced Python-based Selenium UI test scripts with Harness AI Test Automation, using AI-assisted test creation and self-healing selectors to test a client-facing product. It also uses a dashboard for test runs and tags to organize tests.
Summary written by usedby from the source page, in English. The figures are those of Harness and Gameopedia, not ours.
- 2-5 days“New engineers reached full productivity in 2-5 days compared to about 30 days with Selenium.”
Maintenance time cut by more than 40%, saving each QA engineer 2–3 hours per day previously spent on script fixes.
With Harness AI Test Automation, I would get back 2–3 hours daily, and I can use that time to be more productive and improve the tests for any edge case scenarios.
What the story claims, and what we checked
We compared the story with its live page on Oct 7, 2026.
- The figure: 40%CheckedPrinted word for word on the page, near the name of Gameopedia.
- The passage quoted aboveCheckedCopied word for word from the page, near the name of Gameopedia.
- The publication dateCheckedRead from the page’s own metadata, never guessed.
- Gameopedia uses HarnessCheckedConfirmed line. Latest check across sources: Oct 7, 2026.
- The result itselfNot checkedWe quote it; we did not measure it.




