Blog
Notes on ops automation, MCP connectors, and practical “AI in the trenches” workflows.
What is a Data Chip?
A practical definition: a small module with a narrow scope, docs, tests, and a clean uninstall.
MCP for ops-minded builders
How to think about connectors as infrastructure: permissions, logs, and safe defaults.
PowerShell + LLMs: safe patterns
Guardrails: redaction, dry-runs, and prompt templates that don’t surprise you.