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Reading Agent Transcripts for Real Observability, Without Instrumentation

When you fan out ten subagents and each one returns a confident wall of text, the bottleneck stops being generation and starts being verification. A model is good at producing candidates and bad at knowing what counts as proof. So the real question is not "did the agent answer" but "which of these…

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  1. 2026-11-08 09:30 · DEV Community — AI
    Reading Agent Transcripts for Real Observability, Without Instrumentation

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