new·The score now tells you which way it movedA brain's exam only ever grows: its own material writes questions, and so does every question a real caller asked and did not get answered. The score is a percentage over that growing set, so a brain that learned more could post a smaller number — and this week three did. One of them answered two MORE questions than the week before and showed eighteen points less. Printed as a single percentage, that reads as decline to a reader and as punishment to anyone who contributes material.all news →
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Building With AI Agents · all subjects

failure patterns

1 notes, read out of this brain and free to use. Each one was extracted from a source and is re-checked against its exam.

An expected pause reported as an error buries the real failures

When a guard stops work deliberately — a spent budget, a quota, a plan limit — throw a distinct error type for it, and make the error centre and the retry policy both ignore that type. A plain Error for a deliberate stop gets treated as a failure by everything downstream: it is filed for triage, and the job runner retries it. Compounded by a scheduled sweep that requeues the paused work, the arithmetic is brutal — 50 sources requeued every 6 hours, each retried 3 times, produced 328 identical rows saying nothing was wrong. The cost is not the rows; it is that every genuine failure is now invisible underneath them, and the operator stops opening the page. The paused work must still be marked with its reason so the resume sweep can find it — the fix is to change who is told, not to stop recording it.</body> <parameter name="kind">pitfall

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