Cybernetics and Viable System Model Foundations

When to Apply

Apply cybernetics-VSM when:

• Org or agent-system steering question — viability, requisite variety, escalation paths
• "Why does this team/system keep failing despite individual competence?" — likely missing S2/S3*/S4
• Recursion across levels — same control pattern at squad / department / company
• Algedonic channel design — when does a critical signal bypass hierarchy and reach S5 directly?
• Variety-engineering — orchestrator levers vs environment variety (Ashby's Law)

Skip and use simpler alternatives when:

• Single team, no recursion, no orchestration question — VSM is overkill
• Org-design question is purely about reporting lines — use a simple RACI, not VSM
• Throughput/bottleneck question — use foundations-theory-of-constraints
• Strategic-interaction question between agents — use foundations-game-theory
• Feedback-loop tuning on a measurable variable — use foundations-control-theory
• The framing imports VSM jargon (S1-S5) without an actual variety/viability problem — risk of decoration; demand the failure signal first