Deep Research: turning a big question into a usable decision
Deep Research becomes useful when a question distinguishes between real alternatives. A club party shows comparison criteria, transferability and the sensible point at which to stop.
Deep Research becomes useful when a question distinguishes between real alternatives. A club party shows comparison criteria, transferability and the sensible point at which to stop.
Three decisive statements, three original passages: a source map shows how a search answer becomes a usable basis for a decision.
A project creates context, but not automatically an unambiguous state of knowledge. Three separate results and a small source contract keep the work easy to follow.
Anthropic is bringing chat and Cowork together for Enterprise. What remains technically decisive: turning a conversation into a clearly defined file task.
Hooks attach to events in the Claude Code workflow. A small write protection shows decision output, path checking and the limits of such a control.
Anthropic’s research preview of 21 October 2026 moves work into the background. What matters is which state an agent tracks and when it really needs you.
Haiku 5.5 was released on 7 October 2026. A concrete classification contract shows why small models above all need well-defined subtasks.
Two agents need different results and a clear hand-over contract. A research and evidence example shows how parallel work stays manageable.
A skill of your own starts with an input contract. A complete example shows the file structure, open details and useful counter-cases.
A small comparison separates factual errors from stylistic preferences. Five cases and a scoring scheme make skill changes traceable.
Practical steps on the KENJTEC platform.
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Practical AI from Hamburg, explained for everyone.