Tag: ner

All the articles with the tag "ner".

• Twenty-six hours, twelve tickets — and the audit that started everything else

  24 May, 2026

  A false-alarm audit on Wednesday patched 37 CVEs, reverted a cluster upgrade in fourteen minutes, then cascaded into ten more tickets on Thursday. Twelve tickets, twenty-six hours, one lesson.

• The Second Graph Comes Online: Activation, Communities, and an AI Reversal

  14 May, 2026

  How the second knowledge graph went from intermittent to dependable — Python AST plus FalkorDB plus Leiden community detection — and the moment the Kafka consumer pattern from the journal pipeline generalised into a fleet of code-intelligence workers. With one deliberate reversal from LLM-based to deterministic NLP that cut hallucinated tags from 75% to 0.3%.

• 48 Hours Later: From Validation to Velocity

  11 Oct, 2025

  18.5 hours across 48 hours. Research-backed codebase review (85/100), 5/5 systematic tests, NER enhanced to 163x speedup, 2.5 hours metadata debugging. Not just deployed - validated and improved. The research foundation behind every enhancement. From 85→90 quality score through methodical engineering.