Centralized fleet management for OpenTelemetry collectors with OpAMP
Modern observability depends not just on collecting traces, metrics, and logs, but on managing the collectors that produce and forward that data. As organizations scale from a handful of agents...
Cloud cost optimization for beginners: Stop wasting money on idle resources
Cloud bills can feel like a mystery album you never asked to stream: the songs you didn’t play keep playing, and at the end of the month you’re surprised by...
Stop wasting CI minutes: use concurrency to cancel redundant GitHub Actions runs
Continuous integration is most useful when it gives fast, relevant feedback. But when contributors push a flurry of commits or update a pull request repeatedly, GitHub Actions can queue many...
Serverless 101: Deploying your first AWS Lambda function
Serverless sounds magical: you write a little piece of code, point it at an event, and the cloud runs it for you. In reality, it’s simple plumbing with a tiny...
Declarative Model Rollouts: Applying GitOps to Progressive ML Deployments
Imagine releasing a new model version like dropping a single into a live mix: you don’t want the bass to blow out the speakers across the whole venue. Instead, you...
Edge computing 101: Lightweight Kubernetes and GitOps for deploying containers closer to users
Edge deployments demand a different mindset than cloud-first applications. You’re trading abundant, centralized resources for proximity to users: lower latency, reduced bandwidth charges, and richer local data processing — but...
Carbon-aware automation for Sustainable DevOps: shifting CI/CD and batch compute toward low-carbon windows
Cloud compute is both an enabler of modern software delivery and a growing source of electricity demand. Sustainable DevOps looks beyond billing metrics to consider when and where compute runs,...
Choosing Serverless (and Knowing When Not To)
Serverless has matured from a novelty into a mainstream backend pattern — but that doesn’t mean it’s the right choice for every service. Recent platform improvements (faster cold starts, database...