Pin llama.cpp releases on your server
llama.cpp now cuts v0.x tags beside its bNNNN build tags. Pin one, record it with the GGUF and quant, and treat every upgrade as a drill you can undo.
#versioning
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Share agent skills across repos without drift
Copy a skill into eight repos and the copies drift. Treat skills like dependencies: one shared repo, and a version each project pins and reviews.