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v1
Advanced behavioral enforcement architecture that automatically detects recurring AI mistakes and triggers mandatory self-correction protocols. Transforms passive error handling into active workflow interruption and pattern analysis for improved agent reliability.
Set operating_window to 5-15 responses for optimal pattern detection. Define custom_error_types specific to your use case for more targeted monitoring. Use shorter monitoring_duration for simple tasks, longer for complex workflows.
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