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Vincenzo Imperati

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What I think matters, and why.

Owning the tools around the model

The useful part of a coding-agent setup is the judgment built into it, including when to stop.

What a free service still costs

Software can be cheap to copy while the work of keeping it useful remains expensive.

What should a research scaffold decide?

A research workspace needs conventions that preserve evidence, including evidence that refuses to fit.

The tools an agent can actually use

Giving an agent a task also means giving it a workable way to act and observe the result.