Agents, tools, and the systems around them.
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Interfaces & interaction
The useful step happens between collecting links and showing them.
Thariq Shihipar's AI Homepage turns browsing history into a personal front page. Its editorial prompt is the part worth studying.
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Models & research
Anthropic cut Sonnet 5.5 prompt-cache reads to $0.10 per million tokens. The benefit depends on how much stable context your application reuses.
Agents & infrastructure
More pushes, bigger test suites, busier merge queues. The next bottleneck in AI coding is the infrastructure around it.
Tools & interfaces
Claude mods turn a personal workflow into something shareable. Clear explanations matter just as much as a clever interface.
In practice
Share a running local app with named visitors, without building a login screen or deploying a staging environment.