Why Legacy System Modernization Fails (And How to Fix It)
Modernizing legacy systems often goes wrong due to mismatched expectations and poor decisions.
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Notes on agentic development.
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.
When AI Isn't the Answer for Your Tech Stack
Sometimes, adding AI is the wrong move—here's how I learned the hard way.
Read moreBeyond the AI Template Look: A Field Guide to Distinctive Web & UI Design
Everything AI generates looks the same — the tech-bro gradient, neon-on-black, the identical centered hero. Here's the token-driven system I use to ship interfaces that don't: OKLCH color, a real type scale, an 8-point grid, and the discipline of restraint.
Read moreClaude Opus 4.8 in Plain English: Every Feature and Setting That Matters
Anthropic's most capable model is here — and its menu is full of words like effort, xhigh, Ultracode, and adaptive thinking. Every Claude Opus 4.8 feature and setting explained in plain English, with pictures, plus exactly how I set it.
Read moreAI Search and Conversational Experiences on a Drupal DXP
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 moreRace Conditions Almost Cost Us a Major Client
Learn how race conditions nearly derailed a project for a Fortune 500 apparel brand.
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