Thought Leadership

Articles

Azure Cloud EngineeringComing Soon

Five Things That Break When You Deploy Azure Infrastructure by Hand

Most Azure drift problems start the same way: one environment stood up by hand, then a second with a few differences, then a third. By the time you have a production incident, tracing it back to a configuration gap between DEV and PROD takes hours. This article covers the specific failure modes — environment drift, secrets sprawl, missing API governance — and why ARM templates deployed through Azure DevOps pipelines are the only reliable fix.

Data Engineering & AnalyticsComing Soon

What a Production-Grade Data Pipeline Actually Looks Like

Most data pipelines look fine until they hit a record with unexpected formatting, a source API that returns a partial response, or a date field with three different formats in the same column. This article covers the validation layers, error handling, retry logic, and documentation that separate a pipeline that works in testing from one that runs reliably in production — drawing from compliance pipelines built for federal government and analytics work built for small business.

Web Application DevelopmentComing Soon

Building Web Applications for the Government of Canada: WCAG, Bilingualism, and Delivery at Scale

Government web applications carry requirements that most commercial projects don't: WCAG 2.2 AA conformance, full English/French bilingualism, audit logging, role-based permissions, and long delivery timelines with changing stakeholders. This article covers the architectural and product decisions that made five years of continuous delivery on PriviDox — a document management platform serving 67 active government workspaces — sustainable.