Cloud & AI & Big data draft
The 3 AM Problem: Engineering Systems That Don't Need Heroes
30 Sept 2026
DevOps Live
Every organization has them—the engineers who get called at 3 AM because they're the only ones who know how a critical system works. While these heroes often save the day, relying on tribal knowledge and individual expertise creates operational risk, slows innovation, and contributes to burnout.
This session explores how DevOps and Site Reliability Engineering practices can help teams build systems that are resilient, predictable, and easier to operate. We'll examine common failure patterns in enterprise environments, from undocumented operational procedures to fragile deployment processes and manual recovery steps. Attendees will learn practical approaches to reducing operational dependencies through automation, observability, standardized runbooks, self-service platforms, and reliability-focused engineering practices.
Cloud & AI Infrastructure
Cyber Security World
Big Data & AI World
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