https://renezander.com/tags/ai-native-engineering/Recent content in Ai-Native-Engineering on René Zander | AI Automation ConsultantHugoenSun, 05 Jul 2026 05:00:00 +0000https://renezander.com/ai-native-engineering/Sun, 05 Jul 2026 05:00:00 +0000https://renezander.com/ai-native-engineering/<p>You adopted a frontier model. Now it has to land in a real engineering org, run inside budget, and survive an audit. That last mile is the work.</p> <p>Most teams can call an API. Fewer can put Claude Code and agents into an established codebase, route model spend so the invoice does not double overnight, and make the compliance calls a regulated shop actually has to answer. That is what I do: I work alongside your engineers to get AI into production and keep it there, without the vendor lock-in, the runaway bill, or the governance gap.</p>