Architecture Models
AEG and SHIELD are independent architecture models. One governs the boundary between machine-generated intent and execution authority. The other examines when diverse observations provide enough evidence for a system to form confidence.
Relationship
AEG can govern actions without SHIELD. SHIELD can establish confidence without AEG. When used together, SHIELD may contribute evidence to a decision that AEG independently governs. Neither model inherits authority or validity from the other.
Choose where to start
Each model has its own scope, evidence, versions, and adoption path.
The Agentic–Event–Governed Architecture Model separates autonomous intelligence from execution authority through structured intent, observable coordination, and independent runtime governance.
SHIELD explores Independent Evidence Reinforcement: building confidence from diverse, genuinely independent observations before progressively stronger remediation is justified.
A consistent model journey
Flagship models are developed through the same four practitioner stages.
Start with the problem, central principle, scope, and canonical definition.
Use applicability guidance, review questions, and known failure modes.
Follow worked examples, implementation patterns, diagrams, and public code.
Inspect evidence, limitations, version history, and unresolved questions.
Public artifacts
