Heimdl and Codex

Codex reviews the change, Heimdl checks the tests behind it

Two different questions

Codex asks

“Does this change look right?”

Heimdl asks

“If this change were wrong, would a test fail?”

Across the 1 pull request Codex reviewed, the tests missed 27% of the changes

Running both

Keep Codex for review, add Heimdl for proof your tests hold the change

Other comparisons

Missed, the share of changes on the pull requests a reviewer reviewed that no test caught, survived plus uncovered

From Heimdl’s published audits of public pull requests, a reviewer is listed where it commented on the pull request