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.
Hearth is a free AI you can talk to — and it runs on your own computer, not in a data center. No account, no subscription, completely private, and it works without internet. Here is the short version.
Read moreI built Hearth — a beautiful, free AI that runs entirely on your own computer. No account, no cloud, nothing leaves your machine. Here's why local AI deserves a beautiful home.
Read moreLet’s talk practical: LLMs.txt can elevate your application’s efficiency, not just hype.
Read moreA race condition nearly tanked our checkout flow—here's what I learned.
Read moreMultisite can save time, but it often creates hidden costs that overwhelm.
Read moreRAG, evals, grounding, and governance — the working vocabulary behind production AI you can depend on. A builder’s field guide to LLMs, retrieval-augmented generation, and shipping AI that stays grounded, cites its sources, and refuses to guess.
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