Journal
How to turn AI into real shipping speed: audits, workflows, modernization, and the tactics that hold up in production.
More writing: Ironcrest Software blog and 815 Media blog.
Drupal isn't just an enterprise CMS — it's one of the best backends you can put under AI-powered search and chat. Here's the architecture I use to layer Vertex AI, RAG, and React components onto a Drupal DXP without fighting the platform.
Read moreLearn how race conditions nearly derailed a project for a Fortune 500 apparel brand.
Read moreMost "AI on a website" sounds confident and gets it wrong. So I built the version you can actually trust — a live AI search + chat enrollment assistant that answers only from real content, with sources. Here is how it works, in plain English, and what it takes to make AI production-ready.
Read moreAnthropic shipped Opus 4.8 on May 28, 2026. Here is what actually changed, what the benchmarks mean, and what I am doing differently this week.
Read moreYou can't afford to ignore AI oversight in regulated industries.
Read moreNavigating AI in regulated fields can backfire if not done cautiously.
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