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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

IT Observability in 2026: Lessons From the Past Year

As IT organizations enter 2026, many of the assumptions around monitoring and observability have already been tested. Throughout 2025, infrastructure teams made it clear that visibility alone is not enough. Alerts without context, short data retention, and fragmented tools limited teams’ ability to explain behavior, validate changes, and plan with confidence. This article looks at what emerged from those experiences and how observability expectations continue to shift.

Why gRPC is a Debugging Nightmare #speedscale #observability #grpc #testing #devops

gRPC is fast and efficient - until it breaks at 2:00 AM. Traditional observability tools are built for HTTP/1.1 and JSON. When you switch to gRPC, you’re dealing with binary Protobuf payloads and HTTP/2 multiplexing that most logs and traces simply weren't designed to handle. Speedscale flips the switch by decoding Protobuf directly into human-readable JSON in real-time. Get the speed of gRPC with the visibility of REST.

Running Ansible Playbooks with Puppet Playbook Runner

Are you struggling to manage infrastructure scale with standalone Ansible playbooks? Discover how to consolidate your automation tools without losing your existing investment. In this demo, we explore how Puppet Edge empowers infrastructure teams to seamlessly execute Ansible Playbooks within Puppet workflows.

Sending Custom Application Metrics to MetricFire's Hosted Graphite

In this article, we’ll show how easy it is to send custom application metrics directly to MetricFire's public carbon endpoint. We’ll build a small Flask application, emit a handful of practical metrics, and generate local traffic to demonstrate how quickly meaningful data can flow from your code to your dashboards.

Five Ways to Simplify Data Masking | The Tony and Tonie Show Ep 38

5 signs your data masking is fast, secure, and low-maintenance. Can you protect PII, still deliver realistic test data, and design a data masking solution that’s easy to automate and maintain? Tony and Tonie discuss five key traits of a tool that does just that. Read the full article.

Deploy a serverless Python API to Scaleway Functions using CircleCI

Serverless platforms have revolutionized the way developers build and deploy APIs, eliminating the need to manage servers or underlying infrastructure. With serverless, you can focus entirely on your application logic and let the platform handle scaling, availability, and maintenance. Scaleway Serverless Functions is a flexible serverless platform that makes it easy to deploy lightweight APIs and background jobs in the cloud.

When is it ok or not ok to trust AI SRE with your production reliability?

There’s a moment every engineer knows. An AI suggests a fix, it looks reasonable,maybe even obvious, but production is on the line and you hesitate before clicking execute. There’s a big difference between an AI that can recommend an action and one you’re willing to let take that action. All it takes is one bad call, one kubectl command that makes things worse, and suddenly every automated suggestion is a potential liability instead of a help.

Infrastructure Guardrails: Why Your IaC Stack Needs Them | Harness Blog

Have you ever asked yourself, what is the fastest way to turn a harmless Infrastructure as Code change into a production incident and an awkward postmortem? We did, and found that usually, it's from letting it through without any guardrails. Infrastructure guardrails in Infrastructure as Code (IaC) were once a nice-to-have. Today, they’re essential. Without clear boundaries and safety mechanisms, even well-designed IaC workflows can turn small mistakes into fast-moving, high-impact problems.