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Notes on the engine, the models and how to prompt them.
All
agents
audio.cpp
engineering
mcp
models
performance
25 August 2026
One model at a time
One GPU holds one model at a time. One run in the server's own log — 15.1s when the model has to load, 1.7s when it is already resident.
25 August 2026
Point your agent at Soundbox
A local tool should hand an agent a filesystem path, not a payload — and connecting one to a full multi-model audio studio is a line of config.
25 August 2026
What audio.cpp replaced
Adding a model used to mean a research repo, a CUDA wheel and a torch pin that fought the last one. Now it is an id, a repo and a few defaults.