Scaling AI in complex infrastructure environments

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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