Notes on data, automation and tools.

Technical notes, design criteria and small experiments. Categories are a map rather than rigid boundaries.

Excel Add-ins: turning a macro into a reusable tool ↗

When a recurring macro deserves to become a reusable XLAM tool.

When Excel is a useful interface and when it is starting to become a parallel database.

Repository, transformation, control and output as one repeatable pipeline.

Turning a read-only remote command into a repeatable operational control.

Reduce unnecessary decisions, separate configuration from operation and automate the path.

Reconstructing data history so changes and responsibility become visible.

Tables, formulas, Power Query, VBA and Power Pivot, each used where it belongs.

Patterns, repetition and emergent behaviour as a shared thread between systems and music.

Why repeated structure makes small variations easier to hear.

Capire i dati. Automatizzare il resto.

Understand the data. Automate the rest.

Twenty Twenty-Five

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