#advanced
Every post tagged "advanced".
23 posts · showing 21–23
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The LLM Judge That Agreed With Everything
A suite scored 94% and 93% on two versions — but the judge would have passed almost anything. Four biases quietly manufacture those numbers, and one prompt change fixes more than the rest combined.
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Chain, Blackboard, or Broadcast? Three Ways Agents Share State
Chains lose the evidence, blackboards fight over it, broadcasts drown in it. Pick by which failure your task can absorb — and log provenance from day one or debugging becomes guesswork.
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The Retry Storm Your Dashboard Can't See: When Agent Failures Multiply Instead of Add
Three retry layers, each sensible on its own, compose by multiplication — and a failure at step fourteen costs the whole context, not the failed call. Your per-call dashboard will stay green the entire time.