Insights on technology, engineering, and digital strategy.
Lukas submitted 47 PRs in two weeks. His merge rate was 31%. The CI bill doubled. Here's what his lead set up in one afternoon to fix it.
One main.tf file with 1,847 lines. No modules. No remote state. Hardcoded values everywhere. Here are the five patterns that come up every time, ranked by how much damage they cause.
I analyzed 24,560 pull requests across 447 repositories. AI-authored PRs have 19.4% higher odds of CI failure - but the real story is where the failures cluster.
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