Understand the decisions that shape digital systems

Responsible AI6 min readAn operational framework for responsible AI useMoving from broad principles to concrete controls for use cases, data, human review, and outcome monitoring.Read article

Multi-market architecture6 min readArchitecture for a multi-market platform: content, data, and governanceHow to separate product invariants from local rules so a platform can expand without duplicating code, content, and risk.Read article

Multilingual platforms3 min readDesigning a bilingual platform in Canada: architecture, content, and governanceA durable bilingual platform does more than translate pages. It coordinates routes, content models, publishing decisions, and ongoing ownership.Read article

Modernization3 min readModernizing software without rewriting everythingA closer look at progressive transition strategies that reduce technical debt while protecting operations and continuity.Read article

Modernization strategy6 min readTechnical debt: modernize, refactor, or replace?A decision framework for comparing possible paths without reducing technical debt to the age of the codebase.Read article