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.
A single missing audit field broke compliance—after that, we treated LLMs like production code with hard stops.
Read moreWe treated llms.txt like notes once. The LLM “answers” got smarter and our bugs got louder—until we engineered discovery.
Read moreWe only go headless when invalidation/ISR revalidation/editor publish latency is the real limiter—otherwise it’s extra moving parts.
Read moreWe built guardrails, audit trails, and kill-switches for production—then watched what broke when we didn’t.
Read moreI’ve seen “distributed design” add months of ops drag—here are the checkpoints I use before splitting anything.
Read moreLots of posts, no likes, no calls. How much time are you investing into nothing? If your social media marketing isn't paying you back, it's time to stop the bleeding.
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