Engineering Field Notes

Pragmatic teardowns of production systems, automation pipelines, and AI integration boundaries.

Zero Domain Admin: Managing Hybrid Active Directory via PowerShell JEA & Automation

How to eliminate workstation credential harvesting by locking service desk actions to non-interactive constrained endpoints.

Why 90% of CSV Imports Break in Production (And How to Build an RFC-4180 Cleaner)

Naive line.split(',') scripts silently corrupt financial columns. Here is how to build a deterministic, offline-first data sanitation pipeline in Python and Vanilla JS.