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

How Much Did OpenAI's 30,000 CPU Core Optimization Save Them?

I admit I was a little skeptical going into KubeCon 2025. The last time I went, in 2022, it felt tactical. I heard lots of conversations around small solutions to small problems. Practical knowledge-sharing is of course beneficial, but I’m most inspired by the big picture — ideally, a picture bigger than you can see anywhere outside of your mind. I’m heartened to say that KubeCon 2025 was exactly that.

Understanding Kafka with Speedscale #speedscale #kafka #visualization #engineering #production

In this video, we're breaking down the complex world of Apache Kafka and showing you how to gain deep visibility into your event streaming architecture using Speedscale. Kafka is the backbone of modern, cloud-native systems, but understanding what's happening in production—which topics are receiving traffic, where messages are going, and how services are interacting can be a real challenge. We'll cover how Speedscale makes Kafka visualization and debugging simple by.

Free cloud credits: Why your architecture gets lazy and bloated

This is the uncomfortable truth about cloud credits: Short-term savings mask crippling long-term costs. Taken from our recent webinar, Civo CCO Simon Hansford and Canopy Founder James Marks expose the primary concerns of the credit model. Credits act as a dangerous incentive for architectural laziness. When cost isn't a factor, you stop designing for efficiency, leading to bloated, inefficient infrastructure and the inevitable bill shock.

Enhanced Environment Compliance with Environment Policies

We’re excited to announce an important enhancement to Kosli that will improve how environment compliance is managed across your organization. Starting with our next release, all compliance evaluation for Kosli environments will be consolidated through our powerful Environment Policies feature.

Searching Certificate Transparency Logs (Part 3)

Clickhouse is an incredible database. Here at Certkit, we’ve long worked in the world of “No SQL” databases like Elasticsearch precisely for their ability to query large amounts of data. But for every database, there’s an amount of data that’s “Too big”. Too big to query quickly or too big to store affordably. Clickhouse manages to thread the needle by efficiently storing truly ridiculous amounts of data while still providing impressive query performance.

Cloud Efficiency Masterclass: 6 Data-Driven Ways To Reduce Costs And Scale

Discover the basics of cloud efficiency as well as six advanced data-driven strategies you can use to make your cloud environment more efficient. With incredibly complex cloud architecture — that may even include Kubernetes and multi-tenant infrastructure — organizations are finding it hard to measure and monitor the performance and cost of their cloud environments.

4 Golden Signals of System Reliability: A Practical Guide for Your Team

Modern systems produce endless streams of metrics. CPU usage, request volume, cache hit rates, node counts, queue depth, the list keeps growing. With this much data, it’s easy for teams to get lost in dashboards without knowing what actually matters. That’s why DevOps and SRE teams rely on the 4 Golden Signals of System Reliability. They provide the simplest and clearest way to understand user experience and system health.

Incident Management vs Change Management: Key Differences Explained

The Incident Management vs. Change Management are two such moments that highlight a core difference teams face every day. One is a reaction to failure. The other is a planned improvement. That’s the heart of incident management vs. change management. Both keep systems reliable, and both help teams move faster without breaking things. Let’s explore how they differ and how they work together.

Top 7 Observability Platforms That Auto-Discover Services

You can use an observability platform that automatically discovers your services and provides ready-to-use dashboards with minimal setup. If you're running a system where microservices come and go, containers shift around, or serverless functions scale up quickly, this kind of experience saves you a lot of time. You gain visibility as soon as something goes live, without requiring any additional steps on your part. In this blog, we talk about the top seven platforms that offer these capabilities.