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Shield Monitor

An investigative side project built around a deceptively simple question: can a protection state be inferred reliably when there is no direct source of truth?

AutomationMonitoringPattern Analysis

The challenge

What I tried to discover.

Infer whether protection is active or inactive without access to a direct, reliable signal.

Current state

Under investigation.

Several prototypes and approaches have been explored, but there is no definitive solution yet.

Lessons learned

What I explored.

  • Working with indirect signals
  • False-positive trade-offs
  • Prototype comparison
  • Knowing when evidence is insufficient

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