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Explore how to architect resilient, self-optimizing software systems that leverage emergent principles to create adaptive partnerships between human creativity and AI capabilities in this 55-minute conference talk from GeeCON 2024. Discover strategies for transitioning from traditional orchestration to emergent choreography, creating decentralized neural-like networks of components, and leveraging event-driven state changes and signal flows. Learn to encourage self-organization through selection pressures and discover reusable motifs inspired by biological patterns found in ant colonies, neural networks, and swarm intelligence. Examine how simple interaction protocols can replace monolithic control flows to enable autonomous, adaptable behaviors that emerge dynamically from component composition. Gain insights into strategic design patterns that imbue systems with capabilities to self-optimize, heal breaks, and respond organically to variable demands, transforming software from static constructs into living, adaptive systems that transcend mechanical origins.
Syllabus
GeeCON 2024: Hugh McKee - AI is Coming - Now What? Architecting the Future of Software
Taught by
GeeCON Conference