Engineering AI Systems for Autonomy and Resilience with Krishna Sai
Software Engineering Daily
Software Engineering Daily
4.4 • 662 Ratings
🗓️ 24 February 2026
⏱️ 53 minutes
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Summary
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| 0:00.0 | Enterprise IT systems have grown into sprawling, highly distributed environments spanning cloud infrastructure, applications, data platforms, and increasingly AI-driven workloads. |
| 0:12.0 | Observability tools have made it easier to collect metrics, logs, and traces, but understanding why systems fail and responding quickly remains a persistent challenge. |
| 0:23.2 | As complexity continues to rise, the industry is looking beyond dashboards and alerts |
| 0:28.3 | towards agentic AI systems that can reason about operational data, reduce toil, and take action |
| 0:35.0 | when things go wrong. Solar Winds offers solutions to monitor, understand, |
| 0:40.1 | and remediate issues across complex distributed systems. The company began as a leader in network |
| 0:46.4 | in infrastructure monitoring and has evolved to support modern applications, cloud environments, |
| 0:52.4 | containers, and AI workloads with the growing focus |
| 0:55.7 | on reducing operational toil. |
| 0:58.4 | Krishna Sai is the chief technology officer at SolarWinds. |
| 1:02.6 | He joins the show with Sean Falconer to discuss how SolarWinds is rethinking observability |
| 1:07.8 | in the age of AI, what it means to design agentic systems for mission |
| 1:12.7 | critical environments, how AI-assisted programming is reshaping engineering workflows, and why |
| 1:19.1 | the future of operations depends on building platforms where humans and autonomous agents work |
| 1:24.7 | together. This episode is hosted by Sean Falconer. |
| 1:28.6 | Check the show notes for more information on Sean's work and where to find him. |
| 1:43.9 | Hi, welcome to the show. |
| 1:45.8 | Thanks, Sean. It's great to see you and meet you. A big fan of the show. So thanks for having me here. |
| 1:51.4 | Oh, well, thank you so much. That's nice to hear. Yeah, I'm looking forward to this as well. |
| 1:55.7 | So I wanted to start off talking a little bit about, you know, solar winds and kind of set the stage there. |
| 2:00.7 | Because I think a lot of people know solar winds, maybe as like a single tool that they used, |
| 2:06.3 | you know, years ago, but you guys do a lot of different things. So given where you are today, |
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