StackGen principal engineer Sabith K Soopy detailed in a CNCF member post published 4 August that session traces and cost controls are needed to diagnose AI agent failures that standard application mo…
StackGen's State of Reliability Report, analyzing over 109,000 incidents, found that unregulated or semi-supervised AI agents caused cost overruns and data destruction in production systems, with at l…
StackGen's State of Reliability Report, analyzing 109,000+ incidents, found that unregulated AI agents caused at least nine cases of data destruction over the past year, and median resolution times ha…
A developer's team found that agentic AI in DevOps delivers value only when tools reduce cognitive load without introducing risk, while tools lacking precision or adding complexity become net negative…
Site reliability engineering teams are adopting agentic AI for incident response but must build trust through grounded telemetry, safety guardrails, and progressive autonomy. A five-pillar trust model…