Assessment
Your Position On The Curve
Automation Value (declining) vs. Cumulative Cost (rising) — the Equilibrium Point is where they cross.
Debt Phase
Accelerating
Automation Debt Score: 68/100
+13 points beyond boundary
Automation Volume74
Automation Complexity82
Automation Burden55
Primary Debt Driver
Complexity
Recommended Action
Reduce dependency concentration before expanding automation further.
This assessment measures the operational gap represented by the Automation Debt Curve — the territory the framework calls unmeasured.
Automation debt and pipeline survivability are related risks. Run the Infrastructure Pipeline Survivability Analyzer to check whether accumulated automation debt is also eroding your control-plane recoverability.
>_ Run IPSA →
Modern Infrastructure & IaC — Next Steps
The Score Locates The Problem.
A Review Fixes The System That Created It.
The calculator surfaces where automation debt is concentrated. An Infrastructure Architecture Review scopes the actual governance and ownership changes needed to bring it back toward equilibrium.
>_ Architectural Guidance
Infrastructure Architecture Review
Vendor-agnostic assessment of automation ownership, dependency concentration, and the governance changes required to move an environment back toward the Equilibrium Point.
- > Automation ownership & ownership-transfer design
- > Dependency concentration reduction
- > Change-friction root cause analysis
- > Automation governance model review
>_ The Dispatch
Architecture Playbooks. Field-Tested Blueprints.
Field-tested patterns on automation economics, IaC governance, and the difference between automation that scales and automation that becomes its own operating environment.
- > Automation Debt & Governance Patterns
- > IaC Drift & State Architecture
- > Real Failure-Mode Case Studies
- > Platform Engineering Economics
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