https://sudonull.com/saving-ai-agent-tokens-with-hierarchical-context-solution
How to Reduce AI Agent Tokens by 80% Using Three Markdown Files. Hierarchical Context Instead of Blind Search. Practical Guide for Developers.
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https://sudonull.com/ltree-in-postgresql-with-jpa-storing-trees
Integration of ltree for hierarchical data in PostgreSQL and JPA. Performance comparison with recursive SQL. Application in microservices for developers.
https://sudonull.com/drag-with-knee-for-rag-dynamic-pruning
Learn how DRAG with KNEE improves RAG through hierarchical Qdrant trees and knee-point pruning. Adaptive search reduces noise and tokens. Implementation in Python.
https://sudonull.com/systematization-of-the-digital-archive-effective-storage-strategies
Learn how to effectively organize personal and work digital archives using proven hierarchical structures and dated prefixes for quick document search.
https://sudonull.com/process-architecture-the-basis-of-togaf-and-automation
Learn how process architecture integrates with TOGAF and accelerates automation. Hierarchical models, BPMS tools, and traceability for middle/senior IT specialists. Read the guide.
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