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 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 moreWe 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 moreWhen 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 moreThe hidden costs of contracting can outweigh the savings—here’s why.
Read moreAI isn't a magic wand in regulated sectors; here's why I learned that the hard way.
Read moreNew roles demand focus on urgent fixes rather than surface-level improvements.
Read more