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.
Three months into a Mark Anthony Group deployment, an AI model recommended a product variant that violated state ABV disclosure rules. The fix wasn't a better prompt—it was immutable logging.
Read morePerplexity and Claude.com are already scraping your site for answer engines. Most teams are optimizing for the wrong metric entirely—and losing queries that never show up in GA.
Read moreWe shipped three B2B SaaS products. The difference between 'works in staging' and 'survives Thursday' isn't architecture—it's unglamorous operational discipline that most teams skip.
Read moreI build a lot of software, and every so often I make something I just want to hand to people: go try it, it is free, see for yourself. Mainfolk is that one. A website builder for Main Street businesses and the civic offices that keep a town running, built around a simple idea: give every site exactl
Read moreClaude just cited your competitor's API docs instead of yours. Your organic search strategy missed it because answer engines don't follow the same playbook as Google.
Read moreHeadless WP looked elegant until we shipped it twice. Here's what broke, what we learned, and when decoupling actually makes sense.
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