Vibe Loop: AI-Native Reliability Engineering for the Real World

Vibe Loop: AI-native reliability engineering for the real world

I’ve been on-call during outages that ruined weekends, sat through postmortems that felt like therapy, and seen cases where a single log line would have saved six hours of debugging. These experiences are not edge cases; they’re the norm in modern production systems. We’ve come a long way since Google’s Site Reliability Engineering book reframed uptime as an engineering discipline. Error budgets, observability, and automation have made building …

The CTO’s guide to AI-powered reliability engineering

Integrating AI into your workflows inherently creates risk, but it can also be the key to managing risk.  No one understands the art of risk mitigation better than site reliability engineers, or SREs. From incident management to operational toil, SRE teams are built to handle the unpredictable. Now, with AI stepping into the picture, those same teams have a chance to go from resilient to future-proof. But integrating AI isn’t just about plugging…