Tag: operational intelligence
Availability Should Follow the Workload, Not the Infrastructure
Don Boxley | | application recovery, automated remediation, cloud resilience, devops, disaster recovery, High availability, incident response, intelligent operations, kubernetes, mttr, operational automation, operational intelligence, platform engineering, platform maturity, production incidents, production resilience, self-healing systems, site reliability engineering, SRE, workload availabilityPlatform engineering has automated deployment but not recovery. The next maturity curve is intelligent operations that automate routine production decisions and resilience ...
From Reactive Monitoring to AI-Driven Operational Intelligence
Sneha Gullapalli | | AI observability, Amazon Q, Apache Iceberg, automated root cause analysis, AWS CloudWatch, AWS operations, CloudWatch Logs, DevOps observability, Distributed Tracing, Five Whys, GenAI observability, incident response, LLM monitoring, log lake, MTTR reduction, operational intelligence, proactive monitoring., RAG latency, S3 Tables, token usage monitoringTraditional monitoring often meant chasing alerts and toggling between dashboards after an issue had already impacted users. AWS CloudWatch — long the backbone of metrics, logs and traces on AWS — is ...
