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%.
At its core, a stream is just a sequence of data that arrives over time. You don't have all of it at once. You process it incrementally as it becomes available.
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However, she doesn't feel they can replace the "authority" that legacy platforms and institutions hold as she says they are grounded in "credibility, consistency and history", which builds trust with audiences.
But why are so many fish at risk? How will this system protect them? And why did farmers more than 70 miles (112.6km) from the power plant face losing their land?
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