May 8
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SRE in the Era of AI: Platform Engineering, FinOps, and GenAI for Faster Incident Response | Techie Talks with Kuldeep In this episode, host Kuldeep Singh speaks with Ankesh Khemani, founder of Vibe Monitor and former Atlassian principal engineer, about how Site Reliability Engineering is evolving in the AI era. They discuss why SRE emerged as systems grew too complex with cloud, Kubernetes, and microservices, and how SRE frameworks like SLOs, SLAs, error budgets, and incident management help balance reliability with delivery speed. Anish explains the shift toward platform engineering, expanding responsibilities into cost optimization (FinOps), CI/CD, and internal developer platforms, emphasizing shared ownership with domain teams. They explore how generative AI can analyze code, logs, metrics, and dependency graphs to speed root-cause identification and reduce MTTR, and what new skills matter, including broad systems knowledge, validating AI output, and effective prompting. They also address junior SRE concerns and advise focusing on judgment, architecture, and translating business context into technical direction. Time Stamps: 00:00 Highlights 01:01 Meet Ankesh Khemani 01:28 What SRE Really Is 02:49 Why SRE Took Off 04:25 Internet Scale Complexity 05:28 Platform Engineering Shift 07:38 FinOps and Cost Ownership 10:01 GenAI Meets Ops 11:44 GenAI for Incident Response 16:44 New SRE Skills in AI Era 20:07 Is Junior SRE Dead 22:52 Staying Relevant to 2030 27:20 Wrap Up and Takeaways Connect with Techie Talks with Kuldeep: YouTube Channel: @techietalkswithkuldeep WhatsApp Channel: https://www.whatsapp.com/channel/0029Vb7Q4JHAjPXUt8hBgm2T LinkedIn: https://www.linkedin.com/company/techietalkswithkuldeep Facebook: https://www.facebook.com/profile.php?id=61574642927780 Instagram: https://www.instagram.com/techietalkswithkuldeep Learn more about Ankesh Khemani Ankesh Khemani: https://www.linkedin.com/in/ankeshkhemani/ Subscribe to the channel for more conversations with the people building tomorrow's technology. #ai #sre #genai #aiindevops #techpodcast #techietalkswithkuldeep