[logseq-plugin-git:commit] 2025-12-27T19:07:25.270Z

2025-12-27 20:08:10 +01:00
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+progress:: {{renderer :todomaster}}
+icon:: 📅
+boox-notes:: ![BOOX Notes](../assets/../../onyx/TabUltraCPro/Notepad/JOURNALING.pdf)
+id:: 1fc8ffcf-8fa6-4a7e-8982-89adc0977d09
+
+	- ### Tasks
+		-
+	- ### Notes
+- [[KaraKeep-Highlights-Summary]]
+- {{renderer :mermaid_00f4ca0a-1de7-44e6-b203-d72ee1a887ea, 3}}
+	- ```mermaid
+	  mindmap
+	    root((AI Agent Systems & Deployment))
+	      Multi-Agent Systems & Handoffs
+	        Explicit Prompted Instructions
+	        Conditional Edges & Command Objects
+	        Fragile Implementations
+	        Tension: Flexibility vs Scripted Control
+	      Agent Framework Ecosystems
+	        LangChain
+	          High-Level Rapid Assembly
+	          Provider Agnostic Design
+	          Middleware for Customization
+	        LangGraph
+	          Low-Level Fine-Grained Control
+	          Production-Grade Long Running Agents
+	        Trade-Off: Ease vs Control
+	      Open-Source Protocols & Standards
+	        MCP Donation to Linux Foundation
+	        Challenges: Complexity, Security, Performance
+	        Institutional Push for AI Standards
+	        Adoption Uncertainty & Ecosystem Impact
+	      Tiny AI Models & Edge Deployment
+	        Aggressive Quantization Techniques
+	        llama.cpp Framework
+	        Vision-Language Fusion Models
+	        Qwen 3 Series: Low-Power High Performance
+	        Enabling AI on Raspberry Pi & Similar
+	      Emerging Research Directions
+	        Adaptive Agent Handoff & Orchestration
+	        Balancing Protocol Standardization & Research Agility
+	        Model Compression & Cross-Modal Integration
+	        Middleware Design Patterns for Agent Loops
+	        Secure, Performant Multi-Agent Protocols
+	  ```
+-