RAGnos BlogField notes on shipping AI-speed code with better diagnostics, fix lists, and operational guardrails.https://ragnos.io/Operator notes from a first RAGnos passhttps://ragnos.io/blog/operator-notes-first-ragnos-pass/https://ragnos.io/blog/operator-notes-first-ragnos-pass/A short field note on the first useful outcome of a scan: a ranked fix list the team can actually act on.Wed, 22 Apr 2026 00:00:00 GMTField noteHow a production LLM-as-judge calibrates on voicehttps://ragnos.io/blog/brand-voice-system-calibration/https://ragnos.io/blog/brand-voice-system-calibration/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.Wed, 22 Apr 2026 00:00:00 GMTField noteSkills as contracts, not promptshttps://ragnos.io/blog/skills-as-contracts/https://ragnos.io/blog/skills-as-contracts/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.Wed, 22 Apr 2026 00:00:00 GMTField noteTemplate: from fix list to release confidencehttps://ragnos.io/blog/template-from-fix-list-to-release-confidence/https://ragnos.io/blog/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.Sat, 18 Apr 2026 00:00:00 GMTField noteTemplate: why payload shape matters for agentshttps://ragnos.io/blog/template-payload-shape-for-agents/https://ragnos.io/blog/template-payload-shape-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.Sun, 12 Apr 2026 00:00:00 GMTField note