LLM governance

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Everything about LLM governance

Article · Context Engineering
GSCP-15 and Governed Agentic AI: Focus to Context Engineering
GSCP-15: A governance protocol for agentic AI, ensuring traceability, repeatability, and safety in enterprise LLM workflows through structured control.
John GodelJan 313,8141,000
Article · AI Agents

GSCP-15 and Governed Agentic AI: A Technical Framework for Reliable LLM Execution

GSCP-15: A framework for reliable LLM execution using governed agentic AI. It ensures traceability, repeatability, and safety in enterprise workflows.

John GodelJan 313,0971,000

Article · Prompt Engineering

Prompt Engineering with GSCP-15: The Governance-First Discipline That Turns LLMs into Production Systems

GSCP-15: A governance-first approach to prompt engineering, transforming LLMs into reliable, controlled production systems. Ensures consistency, safety, and auditability.

John GodelJan 289691,000

Article · Context Engineering

Context Engineering Is an Urban Legend — Prompt Engineering Is the Operating System

Ditch the 'context engineering' myth! This article argues that reliable AI systems require structured 'prompt engineering' – operating contracts that define role, scope, evidence, and output. Learn how contracts prevent privacy leaks, reduce costs, ensure consistency, and drive measurable business value by governing AI behavior, not just feeding it data. Build an evidence fabric, not a memory dump!

John GodelOct 14, 20253,4111,000

LLM governance · by contributions

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John Godel4 posts · 11.3k readsMVP

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