
Scaling AI in complex infrastructure environments
From Engineering Reimagined by Aurecon
April 15, 2026 · 17 min · Season 8 · Episode 85
About this episode
The episode discusses the evolution of AI adoption in complex infrastructure environments and the changing roles of engineers.
How much has changed in AI during the last two years? Aurecon’s Dave Mackenzie revisits a past conversation he had on the Engineering Reimagined podcast with Nomic CEO Andriy Mulyar. They discuss how AI adoption in complex infrastructure environments has evolved from early experimentation to practical implementation. This episode also considers how roles are changing, with engineers increasingly acting as orchestrators, and reflects on the skills and capabilities needed for future-proofing. See omnystudio.com/listener for privacy information.
People in this episode
Guest: Andriy Mulyar
Topics covered
- AI
- infrastructure
- engineering
- technology
- skills
Keywords
- AI adoption
- infrastructure environments
- engineering roles
- future-proofing
Mentioned in this episode
Books & works: Engineering Reimagined
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