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This course covers the learning outcomes and goals of exploring recent developments in the GNU Toolchain and Clang/LLVM projects, understanding their roadmaps, and addressing challenges and opportunities in the Linux Kernel and Open Source Software ecosystem. The course teaches about the components of the toolchain, Linux distributions, GCC, Intel CET, GLib C, Linux, Mentor Graphics, GDB, and future issues. The teaching method involves presentations and discussions. The intended audience for this course includes software developers, system administrators, and individuals interested in the Linux toolchain and software development.