The author claims that building a custom inference engine is straightforward by cloning llama.cpp, which runs a GGUF Q4‑quantized model using WebGL2 compute buffers via GLSL directly in the browser. They note that integrating the tokenizer and vocabulary adds ongoing debugging complexity.