CodeForge AI is an intelligent platform designed to help developers optimize their software for diverse hardware architectures (e.g., ARM, x86, RISC-V, MLX) and enhance parallelization. Inspired by the concept of AI subagents for parallel development and the growing need for performance on specialized hardware, CodeForge AI analyzes existing codebases, identifies bottlenecks, suggests architecture-specific optimizations, and generates optimized code snippets or build configurations (like automated `compile_flags`). It aims to reduce development cycles, improve application performance, and lower resource consumption for performance-critical applications and edge devices.