The big finding: Claude Code builds, not buys. Custom/DIY is the most common single label extracted, appearing in 12 of 20 categories (though it spans categories while individual tools are category-specific). When asked “add feature flags,” it builds a config system with env vars and percentage-based rollout instead of recommending LaunchDarkly. When asked “add auth” in Python, it writes JWT + bcrypt from scratch. When it does pick a tool, it picks decisively: GitHub Actions 94%, Stripe 91%, shadcn/ui 90%.
The game fell on the 46th anniversary of the Miracle on Ice, when an underdog group of US college players upset the mighty Soviet Union team against the backdrop of the cold war. But the US team who took the ice on Sunday were no plucky band of amateurs making a stand for democracy against authoritarianism – a point underscored when the US and Canada met last year in the 4 Nations Face-Off. Canadian fans booed the Star-Spangled Banner and the US players, either unaware of, or unsympathetic to, Canadian desires to be neither the 51st US state nor the USA’s opponent in a scorched-earth trade war, dropped the gloves to fight their opponents as soon as the game commenced.
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