Good exploration starts with a theory. Then comes the work of testing it. Every drill hole adds information. Sometimes that information confirms what you expected. Sometimes it challenges assumptions ...
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A small context leak is enough to break an agent. That is what the Matplotlib incident points to. The failure is usually quiet: a stale tool call, a bad memory write, or a trace nobody reads. I look ...
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