Blogs

A collection of my thoughts on modern technology and industry events.

What Finally Made MCP Click for Me

What Finally Made MCP Click for Me

Lessons and mental models I took away from Anthropic’s MCP courses.

7 min read
Building Knowledge Graphs with LLMs: What It Takes to Scale

Building Knowledge Graphs with LLMs: What It Takes to Scale

The engineering challenges that turn a working demo into a production-ready knowledge graph.

7 min read
GraphRAG: For When RAG Isn’t Enough

GraphRAG: For When RAG Isn’t Enough

A single question your RAG system will get confidently wrong, and what it takes to fix it.

6 min read
Agentic AI Is Powerful. It’s Also Not the Answer to Everything.

Agentic AI Is Powerful. It’s Also Not the Answer to Everything.

How to decide when an AI agent is worth the cost — and when a deterministic workflow is the better architecture.

5 min read
What I Learned at “The Future of AI Agents”

What I Learned at “The Future of AI Agents”

Notes from an evening with practitioners building agentic systems in the real world.

5 min read