feat(build-system): enhance CMake configuration and introduce new utility files

- Refactored CMakeLists.txt to streamline project configuration and improve readability.
- Introduced new utility functions in `utils.cmake` for setting compiler flags and managing dependencies.
- Added `dependencies.cmake` to centralize third-party dependency management, enhancing modularity.
- Updated CI workflows to include new build options and improved logging for better feedback during configuration.
- Implemented precompiled headers in various libraries to speed up compilation times.

Benefits:
- Improved maintainability and clarity of the build system.
- Enhanced build performance through precompiled headers.
- Streamlined dependency management for easier integration of third-party libraries.

src/cli/service/agent/conversational_agent_service.cc

@@ -183,6 +183,7 @@ ConversationalAgentService::ConversationalAgentService(const AgentConfig& config
 
 void ConversationalAgentService::SetRomContext(Rom* rom) {
   rom_context_ = rom;
+
   tool_dispatcher_.SetRomContext(rom_context_);
   if (ai_service_) {
     ai_service_->SetRomContext(rom_context_);