Writing
Blog
2 posts tagged “RAG”
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LLMToken OptimizationDeveloper Tools
Stop Wasting 80% of Your LLM Tokens: The Caveman + Graphify Framework
A three-step framework — compressed prompting, knowledge graph indexing, and project-specific shorthand — that cuts token usage by 80-90% without sacrificing technical accuracy.
6 min
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AI ArchitectureRAGEnterprise AI
Beyond RAG: Building AI Systems That Actually Know Your Business
Why vanilla RAG isn't enough, and how the four-layer architecture — memory, identity, tools, and feedback loops — builds AI that genuinely represents how your organization thinks.
6 min