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Is "agentic AI" a new paradigm or just a buzzword? This video provides a technical guide on the architectural distinctions between agentic and traditional software. Topics covered: * The Concept of Agency: How agentic software moves beyond scripts to plan and self-correct, figuring out *how* to achieve a high-level goal. * Cognitive Architecture: A breakdown of the components—Perception, Planning, Action, and Memory—that enable an LLM to function as a reasoning engine. * The "Agency Dial": Viewing agency as a spectrum from deterministic workflows to fully autonomous agents, and how to select the appropriate level for a given problem. * Levers of Control: How to manage an agent's operational boundaries through Tool Design and Human-in-the-Loop (HITL) patterns like Approval Gates and Human-as-a-Tool. * Strategic Implementation: Key considerations for designing and building agentic systems, emphasizing the importance of a solid foundation in data and APIs. #AgenticAI #SoftwareArchitecture #AI #SystemDesign #LLM