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a research paper in the hands of a code governor
RESEARCH PAPER · JUNE 2026

Authoring Guidelines for LLM Enforcement: Observable Decision Boundaries in Code Governance

We analyzed 1,105 findings across 13 production guidelines at 3 B2B SaaS companies. Precision varied from above 90% to below 30% under the same model – driven entirely by how the guideline was written, not by model capability.

June 24, 2026
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