Writing
Technical posts on what I'm building and learning.
Shipping my first PyPI package: lessons from mcp-telecom v0.1 to v0.2
Everything I learned about Python packaging, CI/CD for library releases, and the surprisingly tricky parts of publishing to PyPI.
Detecting Simpson's Paradox in A/B tests with PROXIMA
When your A/B test shows a positive overall effect but a negative effect in every subgroup, your proxy metric is lying. Here's how PROXIMA catches it.
Why I built MCP-Telecom: the first MCP server for network equipment
How I went from debugging Nokia routers to building a 60-tool MCP server that lets AI agents safely manage multi-vendor networks.
FAISS index choice: IVF-PQ vs HNSW for telecom log similarity
Building AI agents that can't break production