Local-First Changes the Design
When the model is local, latency, memory, queueing, and orchestration all become infrastructure concerns. That changes how you build the tooling around it.
Why I Keep Pushing It
Local-first systems are harder, but they are also far easier to trust. If the platform needs to survive outages, cost pressure, or privacy requirements, local models become a serious advantage.
Need local AI that actually works?
If you want local models to do useful work instead of sitting in a demo shell, I can help design the surrounding automation.
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