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Bibliographic Details
Main Author:	Compass, Emerlad
Format:	Recurso digital
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Published:	Zenodo 2026
Subjects:	adaptive-intelligence cascade-orchestration water-management pathogen-intelligence agricultural-immunity real-time-monitoring automated-alerts machine-learning python-framework production-release live-integration
Online Access:	https://doi.org/10.5281/zenodo.18307816
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BioShield-Integration v1.0.0 is a unified intelligence framework that transforms reactive systems into predictive adaptive responses. It implements A→B→C→D cascade orchestration with adaptive learning, real-time monitoring, and automated alerts. The framework integrates water management (AquaCrop), pathogen intelligence, and agricultural immunity systems. This is the initial production release with full live web integration and CI/CD pipeline.