Thinking in
Systems & Context
In-depth explorations of enterprise context management, AI-powered workflows, and the engineering patterns that make complex software actually work. Written by practitioners, not theorists.
Context Management vs. Knowledge Management: What's the Difference?
Knowledge management and context management solve different problems with different architectures. Understanding the distinction is critical for any organization adopting AI.
How to Build an AI Context Engine for Your Organization
A step-by-step technical guide to building a context engine that connects your organizational knowledge to AI systems — from ingestion pipelines to MCP server integration.
What Is Enterprise Context Management?
Enterprise context management is the discipline of structuring, curating, and delivering organizational knowledge so that both humans and AI systems can reason about your business accurately. This is the definitive guide.