Perspectives

Claude Code is configurable. The model it uses for reasoning and code generation sits underneath the interface and you can swap it. Most teams using Claude Code have never tested what happens when you do.

We've watched this split from the hiring side. Ideas2IT has been bringing on data engineers and data architects through this entire cycle, and the pattern is consistent the people we hire, and the people who thrive once they're here, are the ones who've already crossed over to the AI-fluent side of this line.

Every year, a new cohort of healthtech founders in Austin raises capital on a clinical thesis that investors find compelling. The product vision is clear: an EHR-integrated platform that closes a care gap, an AI-powered tool that reduces clinician burnout, a claims automation engine that recovers revenue leaking through manual workflows. The pitch deck earns the wire. Then the engineering begins.