330 - From vibe-coding to production: Shipping verifiable AI

In this episode, we take a look at the transition from "vibe-coding" to shipping verifiable, production-grade AI applications. This is the critical shift from relying on "gut feel" and prompt tinkering to implementing rigorous audit trails, versioning, and security controls. We discuss why many AI pilots fail due to a lack of explainability, the specific risks of privilege expansion and data leakage in agentic workflows, and also outline how to use Microsoft Foundry/Azure AI Studio to operationalize your models like true regulated software. (00:00) - Intro and catching up. (05:30) - Show content starts. Show links - RedAmon (GitHub) for automated agentic offensive security - Give us feedback!

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330 - From vibe-coding to production: Shipping verifiable AI is an episode from Ctrl+Alt+Azure by Tobias Zimmergren.

This episode is 39:44 long.

This episode was published on Feb 18, 2026.

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