Mendral is replacing a human Platform Engineer. It debugs the CI logs, look at the commit associated, look at the implementation of the tests, etc... It then proposes fixes and takes care of opening a PR.

We wrote about how this works for PostHog: https://www.mendral.com/blog/ci-at-scale