Lessons from the Terminal

Twice-weekly field notes on infrastructure, AI, and systems.

What I built, what broke, and the evidence that changed the next decision.

Jun 2026 AI

The Most Useful Automation Is Easy to Ignore

One of the local automations I value most doesn’t have a dashboard. It watches a folder, waits for a file to finish arriving, applies a predictable transformation, and places the result where the next ordinary tool expects it.

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Apr 2026 AI

The Cost of One More Convenience Layer

Convenience layers are easiest to add when the underlying tool is almost pleasant. A desktop launcher can remember a model command. A web panel can turn flags into toggles. A helper script can choose ports, directories, and defaults so I don't have to. The first use gets shorter, which is real va...

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