CLI surfaces beat dashboards when the feedback loop matters

A dashboard is useful when a user needs broad visibility. It is much less useful when the main job is to express intent, inspect the diff, and run the exact same path again tomorrow.

That is why we keep returning to terminal-first interfaces. The shell is already optimized for composability, history, review, and automation. It tells the truth about what happened because every meaningful action can be reduced to an input, an output, and an exit condition.

slideforge build --deck weekly-review --theme labs21
slideforge preview --port 41731

If a workflow only feels usable once it is wrapped in a dashboard, the more likely problem is that the contract underneath is weak. Fix the command shape first. The GUI can come later, if it still earns its keep.