Segment 27
In this sub-session, the assistant completed the production deployment setup by changing the default `safety_margin` from 5GiB to 10GiB in the memory budget configuration, then comprehensively rewrote the Docker entrypoint, run, and benchmark scripts to use the new memory-budget-driven config model, removing deprecated fields and generating configs with `total_budget = "auto"` and appropriate pipeline settings. The Docker image `theuser/curio-cuzk:latest` was built and pushed. After deployment, the user reported several issues from benchmark runs: `synthesis_concurrency` default of 4 was too low (should be 18), benchmark client concurrency of 3 was insufficient (minimum 4), the benchmark daemon lacked a `status_listen` address preventing the pipeline UI from appearing, and ANSI escape codes in log output needed stripping for the web UI. The assistant acknowledged these problems and began implementing fixes: raising `synthesis_concurrency` to 18 in both run and benchmark scripts, setting benchmark concurrency to a minimum of 4, adding `status_listen` to the benchmark config template, and planning to add ANSI escape code stripping in the vast-manager UI's log rendering.
Production Deployment and the Reality Gap: Building, Pushing, and Debugging a GPU Proving Engine