Measure the GPU offload instead of estimating it, and keep the development scratch out of the repository

Offload what the card can hold, survive a dropped connection, and stop sending prompts the model cannot read

Pentest fixes: pin the runtime source host, evict rather than refuse; say on the page that llama.cpp is fetched

Workers print their own code and are claimed from the site; fetch and verify llama.cpp