Local-first is an operating choice
Running automations on owned infrastructure keeps the system inspectable, controllable, and easier to reason about when something breaks.
Local-first does not mean pretending the cloud does not exist. It means the default control plane belongs to the business using the system. Prompts, scripts, schedules, logs, and data handling should be visible.
Cloud models can still be useful for hard reasoning, long-context review, or specialist steps. The important distinction is that escalation is deliberate. The owned system decides when to ask for help, records what happened, and remains understandable afterwards.
The trade-off is explicit ownership: the team needs to know where the system runs and how it is maintained. The team can see what changed, inspect the run history, and decide what should happen next.
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