The implications of AI in the SRE world | One2N Bits Ep.5
AI in SRE is not just about flashy incident bots or code‑completion in your terminal. In this One2N Bits episode, Saurabh Hirani (Principal SRE, One2N) and Jaideep (CTO, One2N) break down what it really takes for AI to be useful in SRE teams, from documentation and RCAs to on‑call culture and leadership incentives.
They discuss whether AI can actually replace SREs, how to think in terms of “sub‑agents” mapped to SRE workflows, and why organizational context, knowledge sharing, and responsibility ownership matter more than yet another AI tool.
What you’ll learn
Why AI in SRE is more than a code completion agent, and how to scope AI sub‑agents across incident management, capacity planning, and automation.
How to handle knowledge hoarding, fear of replacement, and responsibility diffusion when AI is mandated from the top.
Practical ways to use AI to clean up RCAs, keep architecture and docs fresh, and shorten onboarding feedback loops for SREs.
How AI can free SRE teams from boilerplate and cognitive load so they can focus on business‑critical reliability work.
January 5, 2026 | The implications of AI in the SRE world | One2N Bits Ep.5
