Posts from @chineduezenagumarcel..
Netflix has massively scaled its live content, now streaming over nine shows per day with up to 17.9M peak viewers per game, thanks to a complex Broadcast Operations Center, strict transmission quality standards, and a tiered human operations model, including specialized engineering teams and dedica.. read more
At scale, observability breaks whenSLIsand metrics mix different behaviors and lose clear meaning. Complexity grows: more event types, extra labels, and risingcardinality. That bloats queries, slows evaluation pipelines, and distortsPrometheus,PromQL, andElasticmetrics. Why this matters:Teams must t.. read more
Ubuntu is getting local AI as a native capability over the next year, with inference snaps that install models like any other package, AI-powered accessibility features, and confined agentic workflows for both desktops and server fleets. Canonical is betting on open weight models, local-by-default inference, and snap confinement, a deliberate counter to the cloud-first AI direction Microsoft, Apple, and Google are taking with their operating systems.
Learn how to build automated regression testing from scratch in 4-6 weeks. Step-by-step walkthrough covering phases, implementation, tools, and avoiding mistakes.
Learn Android architecture with components, patterns, and best practices to build mobile apps that are scalable, easy to maintain, and high-performing.
Planning a webinar, workshop, or team-wide event in Jira? You’re not alone. When you’re managing internal demos, customer-facing webinars, or company-wide town halls, event coordination takes effort and often involves stakeholders across departments.
Missed deadlines, unclear responsibilities, or last-minute changes can turn even a small event into a major time sink. But there’s good news: you can streamline your event workflows using the tools your team already uses.
Instead of juggling spreadsheets, emails, and calendar invites, create a customizable event planning template in Jira. It brings everything into one place, supports collaboration, and helps you keep track of dependencies, deliverables, and last-minute requests in real time.
Hiring the right person is only half the equation — helping them grow is the other
Start tracking DORA metrics this week without months of work. Learn simple manual tracking, gradual automation, and practical tools to measure deployment performance
