Birol Yildiz on Autonomous Incident Response, AI SRE Agents
Blog post from Harness
During the ShipTalk podcast episode at SREday NYC 2026, Birol Yildiz, Co-founder and CEO of ilert, discussed with host Dewan Ahmed the transformative role of artificial intelligence in reliability engineering, particularly in incident response. The conversation highlighted a shift from AI tools providing post-incident assistance to actively resolving incidents in real-time by leveraging observability data, deployment changes, and code intelligence. This evolution aims to reduce the operational burden on site reliability engineers (SREs) by enabling AI agents to diagnose and remediate outages autonomously, thus minimizing the need for human intervention during incidents. Birol envisions a future where the role of SREs transitions from responding to alerts to architecting systems that improve developer productivity and minimize customer impact, with AI handling routine incident resolution. This paradigm shift is expected to alleviate the stress of on-call duties and allow engineers to focus on higher-value tasks such as system architecture and innovation in reliability practices, ultimately leading to fewer disruptions and a more efficient incident management process.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| Kubernetes | 13 | 1,840 | 308 | 106 | +33% |
| Observability | 7 | 3,204 | 716 | 172 | +14% |
| AI Agents | 3 | 4,545 | 963 | 231 | +27% |
| Developer Experience | 2 | 482 | 254 | 106 | +18% |
| Real-time | 1 | 6,457 | 1,307 | 242 | +28% |
| Secrets Management | 1 | 1,488 | 268 | 99 | +7% |