This layered approach -- hardware for the fast path, microcode for the complex path -- is a recurring theme in the 386 design.
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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%.
Technology Secretary Liz Kendall said: "The days of tech firms having a free pass are over... no woman should have to chase platform after platform, waiting days for an image to come down".