Blog
Deep dives into AI architecture, LLM optimization, and enterprise implementation strategies. Practical insights from real-world projects.
·5 min read
Optimizing Data for LLMs: An Introduction to TOON
How Token Optimized Object Notation reduces LLM token consumption by 40-60% for enterprise workloads. A practical guide to data representation optimization.
LLMToken OptimizationEnterprise AITOONCost Optimization
·6 min read
API vs. Self-Hosted LLMs: A Cost Analysis Framework
When does it make sense to run your own models? A decision framework for enterprise architects with real cost modeling and trade-off analysis.
LLMEnterprise AICost AnalysisSelf-HostedCloud Architecture
·6 min read
Why Your RAG System Fails: The Data Architecture Problem Nobody Talks About
Most RAG implementations fail not because of the LLM, but because of inadequate data architecture. Here's why and how to fix it.
RAGData ArchitectureLLMEnterprise AIData Lake
·4 min read
Claude Code with Gemini: A Setup Guide
How to configure Claude Code to use Google's Gemini models through Claude Code Router, avoiding the need for an Anthropic API subscription.
Claude CodeGeminiLLMDeveloper ToolsTutorial
·4 min read
Large Language Models: An Introduction
An introduction to Large Language Models (LLMs) - understanding how they work and their capabilities in the AI landscape.
LLMAIMachine LearningGPTNLP
·5 min read
Prompt Engineering: Unlocking the Power of AI Language Models
Master the art of crafting effective prompts to guide AI language models towards generating desired outputs. A comprehensive guide to prompt engineering techniques.
Prompt EngineeringLLMAIGPTBest Practices