The latest News and Information on Monitoring for Websites, Applications, APIs, Infrastructure, and other technologies.
Ray is an open source compute framework that simplifies the scaling of AI and Python workloads for on-premise and cloud clusters. Ray integrates with popular libraries, data stores, and tools within the machine learning (ML) ecosystem, including Scikit-learn, PyTorch, and TensorFlow. This gives developers the flexibility to scale complex AI applications without making changes to their existing workflows or AI stack.
Effective monitoring and observability tools are critical for modern enterprises. Daily operations, digital transformation, moving to a cloud-native architecture, and an ever-evolving tech stack all require ITOps, DevOps, and SRE teams to monitor increasingly complex systems. So what happens if your applications suddenly cease to function? Every moment of downtime translates to lost income, decreased customer satisfaction, and harm to your company’s reputation.
The two key pillars of building reliable applications are: testing and monitoring. With testing, you can verify that each pull request works before it’s merged and deployed to production. Just testing isn’t enough, though. You also need to make sure that the application continues to work on production. Database rollovers, third-party outages, and unexpected spikes in traffic can all cause issues that need to be detected.
If you’ve landed on this blog, you’re likely either considering starting your OpenTelemetry journey or you are well on your way. As OpenTelemetry adoption has grown, not only within the observability community but also internally at Grafana Labs and among our users, we frequently get requests around how to best implement an OpenTelemetry strategy.
Rollbar is acclaimed as the top error monitoring tool - with 4.5 out of 5 stars on both Capterra and G2 - amongst a competitive field. That said, we recognize there are alternatives some people consider when also looking at us. Here is our perspective on what these other tools are for, and when to choose Rollbar instead.
Cloud-based database providers often provide great observability out of the box. But, what if you’re developing a tricky feature locally and need more details about what your local Clickhouse is doing? There are many options, but if you’re a numbers and graphs person like me, you’ll want to be able to view the inner workings of Clickhouse in something like Grafana.
