Insights
Articles on software engineering, AI implementation, cloud architecture, and digital transformation. Written to be useful, not to signal expertise.
Draft articles: The articles below are draft titles. Full content will be published once reviewed and approved.
AI works best when it addresses specific, well-defined process constraints — not as a general solution applied without a problem. Here's how to identify where it belongs in your operations.
Legacy modernization fails most often not because of technology but because of planning. A phased approach with clear decision points changes the outcome.
The most costly security problems are the ones built into a system from the beginning. These are the decisions that need to happen before a line of code is written.
