Unifying DevOps and MLOps: CI Quality Gates and Live Monitoring for GenAI
Shipping AI features safely now demands one pipeline that treats models like code: tested on every pull request, deployed with progressive delivery, and monitored in production with the same rigor...
Carbon‑Aware CI/CD: Turning Real‑Time Grid Emissions Into Greener Deploys
Sustainability in DevOps isn’t just about reporting anymore. Over the past few cycles, the building blocks for practical, day‑to‑day emissions reduction have matured: we have an ISO standard to measure...
Stop Chasing Nines: Make User Experience Your Reliability Metric
When your favorite song skips, you don’t care that your stereo’s “uptime” is 99.99%. You care that the music doesn’t feel right. Software reliability is exactly the same: what matters...
Kubernetes 1.34 in Practice: Five Changes You Can Adopt Now
Kubernetes 1.34 landed on August 27, 2025, and the first patch (1.34.1) followed on September 9. The release includes 58 enhancements, with 23 graduating to stable—plenty of practical wins for...
What the CrowdStrike “Channel File 291” Outage Teaches Us About Incident Response Maturity
When an update to security software bricks millions of Windows machines in minutes, incident response maturity gets tested in public. That’s what happened on July 19, when a CrowdStrike content...
Let AI Do the Night Shift: Practical Ways Cloud Agents Slash Ops Toil
If your team’s on-call sounds like a stuck record—“CPU spike → Slack ping → check logs → restart service → write postmortem”—you’re not alone. The good news: cloud platforms and...
Kubernetes: Test your knowledge!
This set of 14 questions will test your knowledge from the basics of cluster components and workloads, all the way up to advanced topics like scheduling, autoscaling, and persistent storage....
Your Daily Prometheus Operations Cheat Sheet
Prometheus is like that friend who remembers everything, every sneeze of your app, every spike, every drop. The trick is knowing how to ask it questions without making it cry....