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

Why haven't UK organizations moved off the hyperscalers?

Two-thirds of UK IT leaders say they would switch cloud providers to take back control. Fifteen percent have actually done it. That is the headline from Civo's Digital Sovereignty Revolution 2026, a survey of 1,000 UK IT leaders. The intent is loud and getting louder. The movement is almost silent. It would be easy to call that apathy. It is not. UK organizations are staying on hyperscale infrastructure they no longer fully trust for four very specific reasons. Three of them are structural.

From Laptop to Production: A Technical Teardown of the Komodor Agentic Operations Platform

An agent that works on your laptop is borrowing three things it doesn’t own: your identity, your attention, and your judgment. It runs with your credentials and your access. It runs when you trigger it. And when it gets something wrong, you notice and tell it, which is the only evaluation it ever gets. Deploy the same skill to the cloud, unattended and pointed at production, and all three disappear at once.

What Is Real-Time Agent Assist, and How Does It Cut Escalation Time?

When a ticket reaches an experienced technician, the issue is supposed to be closer to resolution. Too often, the escalation starts the investigation again. The technician reads the history, checks what L1 attempted, opens the CMDB, searches past incidents, and pulls logs. The fix itself may take two minutes, but reconstructing the situation can take far longer. Real-time agent assist targets that gap.

Why web application security needs a multi-layered approach

The recent PHP security emergency has highlighted how vulnerabilities in widely used web technologies can quickly become a significant cybersecurity concern. It is also a reminder that protecting internet-facing applications requires more than keeping software up to date. Organisations need a layered security strategy to protect applications, maintain availability and mitigate malicious traffic.

Announcing SOC 1, FedRAMP 20x Class A, PCI, and HIPAA Milestones At Harness

Explore Harness' latest compliance milestones: SOC 1, FedRAMP 20x Class A, PCI DSS, and HIPAA assessments across its platform and runtime security. Harness announced four compliance milestones: its first SOC 1 audit, FedRAMP 20x Class A certification, and first PCI DSS and HIPAA Security Rule assessments. SOC 1 and FedRAMP 20x Class A apply to the Harness Autonomous SDLC Platform. PCI DSS and HIPAA apply to the Runtime Protection Agent.

Make Kepler Yours: Create a Theme and Share It in the Gallery

In Kepler ADE by GitKraken, you can make your own theme. Describe the look you want in plain words, and an agent builds it for you. How it works: Open Settings, go to Appearance, and click Create a theme Type the look you want. In this video I asked for gold and maroon The agent drafts the theme and checks every color for contrast before it saves. Then pick your new theme under Your themes Keep your theme for yourself, or share it with a pull request to gitkraken/kepler-themes so it can join the public gallery.

AI cost per customer: measure it and protect your margins

AI cost per customer is each customer's attributed share of your AI spend: API tokens, inference infrastructure, and per-seat AI tools, measured against that customer's revenue. It matters because AI usage is wildly uneven across customers, so healthy blended margins can hide individual customers you serve at a loss. It's cost to serve, not acquisition cost. Cost per customer is the metric CloudZero was built around.

Shipped: Log and track Insights from your AI assistant

Insights are how your team tracks interesting observations, analysis and optimization work in CloudZero. Each one records the opportunity and its status, so the work gets sized, assigned, and closed out. Teams now do a lot of this work in an AI assistant. For example, you can ask Claude which instances sat idle last month, and it will tell you. But if you have to switch to CloudZero and fill out a form to log that finding, some findings won’t get logged.

A fresh look for Bitbucket Pipelines

We’re refreshing the Bitbucket Pipelines experience to make it easier to read logs, find the steps you need, and navigate a pipeline run. The update focuses on the Pipelines list and Pipeline result pages. This is a visual refresh only. Your pipeline configurations, builds, data, runners, variables, deployments, and integrations stay as they are. It’s the same Bitbucket Pipelines underneath, with a cleaner, more focused view.