Field notes

Notes on deterministic genomics infrastructure.

Short technical essays on GPU-native pipelines, verification gates, drift detection, and the operational contracts behind reproducible evidence.

Why GPU genomics needs streaming ingest and verification

Streaming ingest keeps GPUs busy while verification gates keep outputs deterministic, auditable, and safe to deploy.

Pipeline drift shows up as small deltas that compound. Deterministic receipts and golden truth sets make regressions impossible to ignore.