Documenting the
Intelligence Age.
From model madness to MLOps reality - I’m documenting what works, what breaks, and what’s worth your time.
Core Protocols
AI ML Insider
Behaved Engineer
Fresh from the Lab.
If you like code, chaos, and clarity you'll like these all.
Understanding the .claude Folder: Turning Claude from a Tool into a System
A practical breakdown of the .claude folder and how it controls Claude’s behavior. Learn how to move from inconsistent outputs to a predictable, system-driven workflow.
Building the Knowledge Graph: From Structured Data
A hands-on guide to building a Knowledge Graph directly from structured data. This article walks through shaping entities, defining relationships, preparing data, and constructing a graph that turns tables and files into meaningful connections.
Building an Agent with Microsoft Agent Framework and Microsoft 365 Agents SDK
Create a working AI agent using Microsoft Agent Framework along side MCP and Microsoft 365 Agents SDK. Run it in Azure Bot Service and get it ready for Teams and Microsoft 365 Copilot.
Stay in the Loop!
I send insights, mini-tutorials, and lessons from the trenches. Sometimes on weekends.