try to reduce _mad usage fully

[sappelhoff]

follow-up to #153

Let's see if this passes CI.

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 99.38%. Comparing base (6652b8b) to head (e2f2114).
Report is 18 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #155      +/-   ##
==========================================
- Coverage   99.39%   99.38%   -0.01%     
==========================================
  Files          14       14              
  Lines        1313     1297      -16     
==========================================
- Hits         1305     1289      -16     
  Misses          8        8              

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

---

🚨 Try these New Features:

• Flaky Tests Detection - Detect and resolve failed and flaky tests