Engineering war stories and lessons learned in 2016
wootric.com
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Not enough info about the exact nature of the problem, but if the issue was too many acceptance tests (as evidenced by long duration and intermittent failures), the solution is the Test Pyramid: https://martinfowler.com/bliki/TestPyramid.html
I'm glad you shared that article! I didn't know about the Test Pyramid concept. I'll share this with my team.
You're right, a part of the issue was that we had too many acceptance tests.