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Architecture Review: Keep Eval Provenance on the Control Plane, Not the Borrowed Runtime

This story is from 2026-10-16. It is preserved in the archive; the latest stories are on the live feed.

Last week I ran a four-shard eval batch against a borrowed runtime, went to sleep, and read the ledger over coffee. One shard had three committed rows, another had none, and the number I had pasted into a doc was an average over attempts rather than over shards. Nothing in the pipeline had thrown a…

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  1. 2026-10-16 04:48 · DEV Community — AI
    Architecture Review: Keep Eval Provenance on the Control Plane, Not the Borrowed Runtime

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