Agents, tools, and the systems around them.
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Agents & workflows
Split the reading. Reconcile the findings. Keep the receipts.
Claude Managed Agents can now write workflows that coordinate other agents. The useful question is how to inspect the work they bring back.
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Interfaces & interaction
Claude Motion makes short animations from code. Text, charts, and timing can be edited before exporting a video.
Interfaces & interaction
Thariq Shihipar's AI Homepage turns browsing history into a personal front page. Its editorial prompt is the part worth studying.
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.