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 building Vantage AI's knowledge layer, we realized our WordPress sitemap was worthless to Claude and Grok. Here's why structured semantic data beats keyword density now.
Read moreFor two decades I sold businesses a website, then sold them the monthly contract to keep it alive. That model is over. Here's why I built Mainfolk — an AI-native builder that hands you a finished, compliant, edit-it-yourself site and retires the website guy for good.
Read moreWe shipped Chamber Culture as multi-tenant and watched customer onboarding take 6 weeks. Auto Recon Manager went single-tenant and we hit 50 paying customers in 14 months.
Read moreClaude Projects and Perplexity are about to treat your WordPress posts as structured data. Most teams' blogging stacks will fail that test silently.
Read moreA Fortune 500 apparel brand lost $50K in abandoned orders over one weekend. The race condition wasn't in payments—it was in stock reduction. Here's what the obvious fix missed.
Read moreWhen Claude started returning our llms.txt file in its web search, CTOs stopped clicking through. We fixed it in 72 hours. Here's what that taught us.
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