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reasoning-layer

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maureendoylespare / maureendoylespare

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Maureen Doyle-Spare | Pioneer in reasoning-layer governance and originator of the Semantic Control Plane and Agentic 3 C's Framework. Research in semantic layer governance for autonomous and multi-agent systems.

multi-agent-systems autonomous-systems semantic-layer ai-governance semantic-governance runtime-governance agentic-ai-governance semantic-control-plane reasoning-layer semantic-layer-integrity-attack semantic-audit-trail runtime-semantic-state preventable-computation token-liability economic-blast-radius authorized-ambiguity runtime-governance-applicability-test semantic-layer-governance agentic-3-cs-framework operational-interpretation
  • Updated Sep 30, 2026

maureendoylespare / agentic-ai-semantic-deviation-index

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Semantic Deviation Index reference specification and exact-rational Python implementation for pre-execution governance of the reasoning layer of agentic AI.

python multi-agent-systems autonomous-agents responsible-ai ai-governance agentic-ai agentic-ai-architecture runtime-governance semantic-control-plane deterministic-gate reasoning-layer semantic-deviation-index agentic-workflow-drift semantic-layer-integrity-attack agentic-3-cs pre-execution-assurance
  • Updated Sep 30, 2026
  • Python

api-evangelist / naboo

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Naboo — independent third-party profile of a public API surface, by API Evangelist. Naboo is Reasoning Layer infrastructure for enterprise AI agents, built on a Decision Graph that models how a company actually decides, ships, and unblocks - who decided what, what triggered each decision, what blocks it, and what depends on it - across code, ticket

graphql company artificial-intelligence knowledge-graph enterprise-software ai-agents rag developer-infrastructure apis-json model-context-protocol reasoning-layer
  • Updated Sep 23, 2026

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