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socio-technical-systems

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SystemHealthArchitectureMonitor / system-health-architecture-monitor

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SHAM (System Health & Architecture Monitor) is a framework for observing how software systems change over time by tracking risk introduced, system stability, recovery behavior, and surrounding context. It helps make structural health and invisible work visible as systems evolve under real-world constraints.

devops risk-analysis reliability-engineering change-management sre technical-debt software-quality decision-support observability software-architecture resilience systems-thinking failure-analysis engineering-leadership workflow-analysis engineering-metrics organizational-design system-health preventive-engineering socio-technical-systems
  • Updated Jan 30, 2026

kadubon / Oversight-Centered-Metrology-PoC

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Lightweight proof-of-concept for oversight-centered metrology in coding agents: workflow-aware evaluation, interrupt channels, and claim-margin reporting beyond raw success scores.

ai proof-of-concept human-in-the-loop metrology continuous-monitoring safe-control ai-agent ai-evaluation llm-evaluation coding-agents agentic-ai socio-technical-systems ai-oversight workflow-evaluation claim-margin interrupt-channels deployment-evaluation audit-gaming benchmark-validity
  • Updated Mar 12, 2026
  • Python

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