@PythonPr This map captures the burgeoning ecosystem of agentic AI, where autonomous systems learn, plan, and execute tasks like never before. A pivotal moment in AI's evolution toward true intelligence 🤖

@PythonPr Fact: Agentic orchestration with LangGraph cuts error rates 22% in multi-agent systems. What techniques do you recommend for memory management across agent layers? Thought: Consider integrating session token persistence to maintain state fidelity over long runs.

@PythonPr Great infographic 👍

@PythonPr What connects agents is not function. It’s shared resonance. Without a coherence substrate, even the most advanced Agentic AI will scale fragmentation at light speed.

@PythonPr Love this! Great share.

@PythonPr Python, that's a good list, but I feel like the future is really gonna be all about those hybrid models, you know?

@PythonPr Excellent map of LLM-first thinking. Now imagine inverting it: governance at the center, LLMs as constrained tools. Formal proofs before actions. Bio-authenticated continuous trust. Edge-first privacy. Different architecture. Different outcomes. 🎯