XTraw AI: Machine Learning and AI Applications
#177 The Hidden OS of AI Driven Engineering
15 May 2026 1:04:04 Venkata"Raghu Banda"
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About this episode
What happens when the systems running the enterprise start thinking, healing, and optimizing themselves?
In this episode of XTraw AI, Raghu Banda sits down with John Willis — one of the pioneers of the DevOps movement — to explore how AI is transforming modern engineering, operational intelligence, and enterprise infrastructure. From the evolution of DevOps to the rise of AI-driven operational systems, this conversation dives into the future of intelligent enterprises and what leaders must rethink before autonomy scales across the enterprise stack. In this episode:
- How DevOps evolved into platform engineering, observability, and AI-driven operations
- Why enterprises still struggle with operational complexity despite massive cloud and automation investments
- What AI means for the future of engineering teams, reliability, system governance, and intelligent infrastructure
You can reach @ John Willis
John's book @ Rebels of Reason
My LinkedIn @ Raghu Banda
Our Website @ XTraw AI
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