Writing

Technical posts on what I'm building and learning.

2026-04-15

Why I built MCP-Telecom: the first MCP server for network equipment

The first MCP server for network equipment, and why it needed to exist.

mcptelecomopen-sourcecoming soon

2026-03-20

Detecting Simpson’s Paradox in A/B tests with PROXIMA

How PROXIMA flags when a proxy metric is about to mislead you at the segment level.

experimentationstatisticsresearchcoming soon

2026-02-28

Shipping my first PyPI package: mcp-telecom v0.1 → v0.2

Lessons from taking mcp-telecom from “works on my machine” to pip install.

pythonpackagingopen-sourcecoming soon

2026-02-10

FAISS index choice: IVF-PQ vs HNSW for telecom log similarity

Why I chose IVF-PQ for telecom log similarity and where HNSW wins instead.

vector-searchfaissperformancecoming soon

2026-01-25

Building AI agents that can’t break production

The safety gate pattern from MCP-Telecom, generalized.

llmsafetyinfrastructurecoming soon