How to Ace (PCA) Prometheus Certified Associate Exam
Prometheus and Grafana stack are essential for monitoring Kubernetes systems, focusing on observability and best practices beyond specific tools. [ more ]
Observability in DevOps is evolving beyond monitoring - Amazic
Observability goes beyond traditional monitoring by understanding system behavior and providing a comprehensive view of system health.
Observability tools help map complex systems, facilitate team collaboration, and integrate automation and AI for proactive performance optimization. [ more ]
5 Reasons to Move Beyond SRE to Observability - DevOps.com
SRE and observability are often mistakenly equated with monitoring.
The role of an SRE is to define how the engineering team should take ownership of their service and establish a culture focused on infrastructure quality and reliability. [ more ]
Observability goes beyond traditional metrics monitoring and collects various types of data to understand the overall state of the production environment.
Observability helps identify unknown unknowns and can help reduce infrastructure costs. [ more ]
Logging Made Easy: A Beginner's Guide to Winston in Node.js - SitePoint
Logging is crucial for debugging, monitoring, and auditing in application development.
Fundamental logging practices include appropriate log levels, consistency in formats, structured data logging, minimizing overhead, and securing sensitive information. [ more ]
The importance of monitoring as code for modern enterprises
Monitoring as code is a paradigm shift in how enterprises approach monitoring by treating infrastructure, configurations, and monitoring processes as code artifacts.
Monitoring as code relies on declarative configurations, version control, and automation to ensure clarity, reproducibility, and consistency in monitoring setups. [ more ]
Monitors can serve as sophisticated surveillance devices disguised as benevolent aides, blurring the lines between parental care and intrusive monitoring. [ more ]
Official report warns of risks of AI in national security
AI in national security has risks like bias and errors. Senior officials need training in spotting issues and ensuring AI systems are carefully monitored. [ more ]
AI performance monitoring from Datadog and Vertex AI| App Developer Magazine
Datadog has expanded its partnership with Google Cloud, allowing Google Cloud customers to monitor and secure their cloud-native and hybrid applications within Datadog's platform.
Datadog is one of the first AI/ML observability solution partners for Vertex AI, enabling AI ops teams and developers to monitor and optimize the performance of their machine learning models in production. [ more ]
How improving the end-user experience boosts business growth
The end-user experience encompasses all interactions with a digital service and greatly impacts customer satisfaction and loyalty.
Monitoring the end-user experience provides actionable insights to enhance performance and optimize the user journey, leading to customer retention and business growth. [ more ]