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This file covers the conceptual foundations of tool use with the Claude API. For language-specific code examples, see the python/, typescript/, or other language folders. For decision heuristics on which tools to expose, how to manage context in long-running agents, and cachi. Use it to ground design choices in named patterns, trade-offs and examples.

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eBPF is a technology that can run sandboxed programs in the Linux kernel without changing kernel source code or loading kernel modules. By making the Linux kernel programmable, infrastructure software can leverage existing layers, making them more intelligent and feature-rich wit. Use it as a repeatable review, validation or hardening pass.

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Digital Forensics is the process of recovering and preserving material found on digital devices during the course of criminal investigations. Digital forensics tools include hardware and software tools used by law enforcement to collect and preserve digital evidence and support o. Use it to build a structured path from fundamentals to hands-on practice.

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