Local Agents Are Not Toys
Local LLMs on the M5 Max have become useful for bounded agent work, but they are not Amp or Claude killers yet.
Local LLMs on the M5 Max have become useful for bounded agent work, but they are not Amp or Claude killers yet.
Hermes and Swamp finally worked once I stopped chasing install ownership and fixed the session snapshot that every tool subprocess sources.
A Frigate storage alert became a small example of why agents and Swamp are working so well in my homelab: bounded context, reviewable changes, and asynchronous fixes that preserve headspace.