Blog
Thoughts on development, AI, and building things that work.

Cosine Surface Animation with AI-enhanced Development
Building an infinite cosine surface renderer through structured AI collaboration, covering debugging challenges, mathematical problem-solving, and the collaborative approach that made complex development successful.

Shared MCP Servers with Windsurf and Claude
Weekend notes on MCP, supergateway, socat sandbox escapes, and Smithery. Copy‑paste Docker commands included.

The Singularity is Nearer — A Review
Ray Kurzweil’s Optimistic Vision of the Future, Consciousness, and AI’s Next Steps.

Installing Python on MacOS 12.3+
Simplifying setup to get you up and running quickly.

Python Virtual Environments
Helping those who are new to Python navigate the world of virtual environments and package management. I've mainly included points where I ran into trouble as I was learning.

GPT-4 and Gemini Advanced: Initial Comparison
This article provides an initial comparison of their performance across technical requests, mathematical modeling, and web service integration, based on specific examples and general observations.