Skip to content
mgd.dev

Thoughts on development, AI, and tech

Building Great ChatGPT Apps
AIChatGPTDevelopment

Building Great ChatGPT Apps

Lessons from building Phantasmo.ai and a year of vibe-coding.

December 18, 2025
1 min read
Cursor Wrapped 2025
CursorWrapped2025

Cursor Wrapped 2025

Cursor Wrapped 2025

December 04, 2025
20 min read
MCP is Sticking
mcpmental-modelarchitecture

MCP is Sticking

When competing tech giants all sign on to the same protocol, you know something real is happening. The Feb 22nd NYC event was the canary in the coal mine.

July 11, 2025
4 min read
The OSI Model is a Lie (And Why It's the Best Tool for MCP)
mcposimental-model

The OSI Model is a Lie (And Why It's the Best Tool for MCP)

Stop debugging your MCP server like a chump. Here’s a profane, OSI-flavored mental model to save your sanity and ship code that works.

July 05, 2025
2 min read
Human On the Loop Systems
aiagent frameworkshuman-in-the-loop

Human On the Loop Systems

How AG-UI and HumanLayer solve the collaboration layer problem that's blocking production-grade agentic systems

July 03, 2025
7 min read
Scaffold Like the Ants
airesearchagent-engine

Scaffold Like the Ants

How to scaffold your agentic systems for maximum performance

June 30, 2025
5 min read