I’ve been fighting context amnesia on every single project Ive been spawning… and I am learning a lot - but its frustrating…
I love Geometry Nodes in Blender… and nodes in general…
And while I am attempting to wrangel Agentic Attention, I keep thinking about how they take on roles, and properties - and everybody is all circling around the same concepts re Agentic Chain of Thought etc…
I started day dreaming about a language for Agentic Nodes whereby an agents full action, and the persona from which to invoke the action is ‘holographically’ packed into a node that has inputs and outputs and its like a ‘QR Code’ for Agentic Archetype actions…
Key concepts in this implementation:
Holographic Symbols:
Each code pattern is encoded as a holographic interference pattern
Contains both implementation and usage patterns
Supports partial reconstruction and pattern matching
Enables efficient storage and retrieval
Agentic Properties:
Nodes can self-organize based on compatibility
Automatic pattern recognition and optimization
Dynamic adaptation to usage patterns
Self-healing and self-optimizing connections
Registry System:
Global registry of reusable patterns
Efficient pattern matching and retrieval
Compatibility scoring between different patterns
Version control and evolution tracking
Optimization Features:
Automatic chain optimization between patterns
Performance metrics tracking
Dynamic rewriting for efficiency
Pattern compression and decompression
Its like I fed Claude an Edible - but I love it.