Built a mock interview tool for Azure roles after bombing 3 interviews in a row
Looking for honest feedback from anyone studying for AZ-104 right now.
Disclosure first: I built this. So take the rest with whatever salt you need.
Last year I failed three Azure Admin interviews back to back. Knew the material cold. Conditional Access, RBAC scoping, VNet peering, the whole AZ-104 syllabus. Couldn't articulate any of it under pressure. The interviewer would ask "you've got a CA policy that locked out an entire country region by accident, walk me through what you do" and I'd freeze, ramble, or jump to the answer without showing my reasoning.
The pattern I noticed: every mock interview tool out there is built for software engineers. Azure-specific scenarios don't really exist. Pramp matches you with random partners who might be frontend devs. Final Round AI's role library is generic. So I built one that only does IT roles.
The bit I'm most curious for feedback on: the platform scores three voice metrics during your answer (Articulation Accuracy, Cognitive Fluency, Emotional Regulation) on top of technical content. Sample output from a session looks like AA 78 · CF 65 · ER 71 per question, with timestamps showing where your voice destabilised. I think this is the most useful signal in the platform but I genuinely don't know if it'll feel weird in practice.
30-day free Pro trial, no card. Honestly looking for people who'll try it and tell me where it falls apart, not people who'll be polite. AZ-104, Network Engineer, SOC Analyst, CCNA, AWS SAA, CISSP, Security+ tracks all live.
What's the one Azure interview question that broke you? Curious what scenarios are actually showing up in 2026 interviews. The syllabus and the real-world questions don't always match.
