Field Notes pillar
Agent-Native Systems
Skills, payloads, and handoff contracts for humans and coding agents sharing the same workflow.
Field notes
Field notes, not filler.
Templates, operator notes, and Agent-Native Systems writing for turning findings into release decisions.
Field Notes pillar
Proof Surfaces
Evidence-backed diagnostics, fix lists, and release decisions from RAGnos passes.
Field Notes pillar
Operator Templates
Reusable editorial shapes for turning findings into clear public or internal notes.
Latest Field note
How a production LLM-as-judge calibrates on voice
Apr 22, 2026 Editorial archive
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.
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Agent-Native Systems . April 22, 2026
Operator notes from a first RAGnos pass
An anonymized proof slice from a RAGnos pass: a ranked fix list, vaulted secrets, closed CVEs, and a release decision the team could defend.
Agent-Native Systems . 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.
Operator Templates . 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.
Operator Templates . 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.