The podcast Welcome to Ubuntu AI podcast! From fun experiments to enterprise projects, AI became the center of attention when it comes to innovation, digital transformation and optimisatation. Open source technologies democratised access to state of the art machine learning tools and opened doors for everyone ready to embark on their AI journey. Ubuntu AI […]
Note: This post is co-authored by Simon Aronsson, Senior Engineering Manager for Canonical Observability Stack. AI/ML is moving beyond the experimentation phase. This involves a shift in the way of operating because productising AI involves many sophisticated processes. Machine learning operations (MLOps) is a new practice that ensures ML workflow automation in a scalable and […]
This post provides an irreverent view on the debate around observability vs. monitoring, which is a rather confounding topic.
Learn does’, dont’s and gotchas of Prometheus alert rules, and how to embed alert rules in your Juju charms.
Learn how model-driven observability with Juju can drastically improve the quality of the insights you get from your monitoring telemetry.
Learn how you can drastically simplify the monitoring setup for systems, reduce its ongoing maintenance costs and increase the actionability of your insights with Juju.