Answer Engines Kill SEO-First Content Strategy
When 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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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.
Why Your AI Approval Workflow Will Fail Under Audit
A prompt injection in a policy recommendation can cost you your license. We learned this the hard way building guardrails for Chamber Culture and a regulated beverage client—and it's not about better models.
Read moreThe Hidden Cost of Multi-Tenancy: What We Paid to Build Chamber Culture Right
We shipped three SaaS products on our own dollar. The biggest lesson wasn't feature velocity—it was isolation. Here's what we'd do differently.
Read moreBootstrapped SaaS Has to Make Money Immediately—Here's Why That's Not a Bug
When you're self-funded, multi-tenancy isn't optional and onboarding can't require a sales call. We built Chamber Culture and BridgeCare OS to prove that constraint breeds better product.
Read moreWhy Contracting Isn't Always Cheaper: Lessons from the Trenches
The hidden costs of contracting can outweigh the savings—here’s why.
Read moreWhy AI Fails in Regulated Industries – A Personal Experience
AI isn't a magic wand in regulated sectors; here's why I learned that the hard way.
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