A note on the projects examined: this is not a criticism of any individual developer. I do not know the author personally. I have nothing against them. I’ve chosen the projects because they are public, representative, and relatively easy to benchmark. The failure patterns I found are produced by the tools, not the author. Evidence from METR’s randomized study and GitClear’s large-scale repository analysis support that these issues are not isolated to one developer when output is not heavily verified. That’s the point I’m trying to make!
Oil shock repeat
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Manchester United and Newcastle have increased season-ticket prices by 5% for 2026-27. While both clubs insist the rises are necessary to achieve success on the pitch, their respective supporter groups have strongly criticised the above-inflation hikes.