Measurement

The Architecture of Anti-Fragile Systems

Measurement

Property Metric Target
Modularity Time to replace one agent without system downtime < 1 hour
Quality Automated test coverage of agent outputs ≥ 90%
Resilience Mean time to recovery from agent failure < 5 minutes
Learning Improvement in output quality per execution cycle Measurable positive trend
Transparency Traceability: can every decision be audited to its inputs? 100%
Independence Number of agents deployable simultaneously without conflict ≥ 10