Knowledge Graphs vs. RAG
When to use retrieval-augmented generation, when to use knowledge graphs, and how hybrid systems combine the strengths of both.
AIRAGKnowledge GraphsLLMsRisk
Articles
Thoughts on software engineering, machine learning, fintech, and building things for the web.
Semantic Models for Databases
Why semantic models are becoming the missing layer between raw database schemas, business meaning, analytics, and AI systems.
DataDatabasesSemantic ModelsAIRiskProduction AI Agents in Enterprise Systems
A practical architecture for building AI agents that can work with tools, data, permissions, and human review in production environments.
AI AgentsSoftware EngineeringEnterpriseArchitectureRisk