Tag

#data-pipelines

Posts tagged with data-pipelines

2 posts

LLM root cause analysis in production, where an AI diagnosis system traces failed data pipeline jobs to actionable causes.

Use Cases • Nov 07, 2026 •13 min read

Netflix Pensive Proves LLM Diagnosis Is a Systems Problem

Netflix Pensive hardens LLM root cause analysis into a production system. We tear down the build spec, its guardrails, and what transfers to smaller teams.

#netflix #aiops +4

Entity deduplication collapses millions of near-duplicate supplier pairs into one trusted record per vendor.

Guides • Sep 20, 2026 •12 min read

Entity Deduplication From 50 Million Pairs to Thousands

Entity deduplication for builders: normalize, hash, and block before embeddings, calibrate thresholds without labels, and account for cost at every stage.

#entity-resolution #deduplication +4