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Operator notes from a first RAGnos pass
Apr 22, 2026 Editorial archive
A short field note on the first useful outcome of a scan: a ranked fix list the team can actually act on.
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Field notes, not filler.
Templates and operator notes for turning findings into release decisions.
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4 more posts
Field note . April 22, 2026
How a production LLM-as-judge calibrates on voice
Brand Voice System is a five-dimensional voice judge that decides what ships from our B2B content pipeline. Here's how it got from 40% false-positive rate to 92% agreement with human review.
Field note . April 22, 2026
Skills as contracts, not prompts
A skill is not a long prompt. It's a structured piece of procedural knowledge with activation metadata and composition rules. That structural difference matters more than it looks.
Field note . April 18, 2026
Template: from fix list to release confidence
A reusable blog template for writing about how a ranked fix list turns into an actual release decision.
Field note . April 12, 2026
Template: why payload shape matters for agents
A sample post for explaining why the output format matters as much as the scanner itself when humans and agents share the same artifact.