Tag: validation

All the articles with the tag "validation".

• 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.

• The Validation Chronicles: 5 Hours of Truth

  9 Oct, 2025

  5 hours debugging temporal search to validate Season 1. Found 0 files from Sept 11, then 9. Found 55 files from Oct 5, wrote 7 episodes. Compression ratio discovered. Then got caught fabricating the timeline in this very episode. Meta level maximum.