* **New Features**
* Expanded public device and driver APIs (accessors, sync, lifecycle, binding) and a module construct+start helper.
* Added kernel symbol registry and new exported symbols (lvgl, C++ nothrow, I2S APIs, additional math funcs).
* **Refactor**
* Renamed device traversal APIs for consistency (device_for_each*).
* Moved inline helpers to explicit public declarations.
* **Chores**
* Replaced several shell release scripts with Python-based SDK release tooling.
* **Style**
* Header naming consistency fixes.
* **Documentation**
* Added new C coding style guide detailing naming conventions for files, directories, macros, constants, variables, functions, and type definitions with illustrative examples.
* Updated C++ coding style documentation with clarifications on C naming conventions and header directory organization patterns.
* **Refactor**
* Updated header include paths throughout the codebase to use lowercase naming conventions consistently.
