Code Metal operates a development platform that automates the transformation of high-level research code written in languages like Python, Julia, or MATLAB into optimized, edge-ready code for various hardware targets, including CPUs, GPUs, and FPGAs. Its workflow allows users to upload code, specify deployment constraints, and automatically generate multiple optimized outputs such as C/C++, CUDA, Rust, VHDL, or Verilog, ready for production at the edge.