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Metrics Dashboard vs Logs Search for Agent Cost Attribution (A Reproducible Test)

This story is from 2026-10-13. It is preserved in the archive; the latest stories are on the live feed.

TL;DR: Use metrics as the read path for a logistics AI agent dashboard. Keep logs as the investigation path. A dashboard repeatedly asks bounded, time-series questions; forcing every refresh to scan and aggregate event text adds work without improving the chart. Choice Latency and cost charts Shipm…

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  1. 2026-10-13 01:47 · DEV Community — AI
    Metrics Dashboard vs Logs Search for Agent Cost Attribution (A Reproducible Test)

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