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

How to Catch AI Code Mistakes Before They Reach Production

Apr 7, 2026 By GitKraken In GitKraken

AI can write code fast, but it makes mistakes humans often don't. In this session from Ole Lensmar, CTO of Testkube, breaks down the real quality risks of AI-generated code and how engineering teams can build guardrails before those bugs hit production. What you'll learn: Common mistakes LLMs make (and which ones are unique to AI) Whether you're a developer leaning on AI to ship faster or a QA lead trying to keep up with the pace of AI-generated code, this talk gives you a practical framework for staying ahead of quality issues.

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7 reasons Civo's UK sovereign cloud secures regulated workloads

Apr 7, 2026 By Civo Team In Civo

Sovereignty is one of those words that gets stretched until it means almost nothing. Vendors apply it to any infrastructure with a UK data center, regardless of who owns the parent company or which jurisdiction's courts govern the contract. For a developer running a personal project, that ambiguity is probably fine. For a fintech under FCA oversight, an NHS trust processing patient data, or a legal firm handling privileged communications, it isn't.

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Generate a Puppet Module Using GitHub Copilot and VS Code

Apr 7, 2026 By Puppet In Puppet

This tutorial shows how to use GitHub Copilot with the Puppet Model Context Protocol (MCP) server to generate, validate, and refine a Puppet module—even if you’re new to Puppet development.

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Stop Vibe Coding HAVOC! #speedscale #vibecoding #aiagents #qa #devops #programming

Apr 7, 2026 By Speedscale In Speedscale

OR: speedscale.com.

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CertKit is out of beta

Apr 7, 2026 By Todd H. Gardner In CertKit

CertKit is officially out of beta. We started building CertKit a year ago, and since then over 600 people signed up, issued certificates, and deployed to their infrastructure. Several are running it as their production certificate management platform right now. We built a lot during the beta. Some of it we planned: SSO, team management, alerting. Other things, users had to beat into us. The Keystore came from enterprise security requirements to keep private keys in house.

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How to Evaluate Enterprise Service Desk Automation Platforms (Before You Buy)

Apr 7, 2026 By John Gorham In Resolve

The market for enterprise service desk automation platforms has matured, but the way most enterprises evaluate them hasn’t. A lot of teams still start in the same place. They pull a shortlist from a review site, they compare pricing tiers, and sit through a few polished demos. Then, somewhere down the line, they realize they still haven’t answered the real questions that matter for their organization. What happens when the environment gets complicated and messy?

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From Datadog to CI Tests: Catch Regressions Before Deploy

Apr 6, 2026 By Ken Ahrens In Speedscale

I worked in observability for years, and the same pattern showed up across teams. An alert fired, the on-call rotation scrambled, and everyone did what they had to do to stabilize production. Then came the retrospective. Once the immediate pressure was gone, the conversation shifted to one question: how do we make sure this never happens again? My friend Jade Rubick coined a name for that principle: DRI, “don’t repeat the incident”.

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New Release: SecureBridge, EntityDAC, and dbExpress Drivers Get Support for Latest IDEs, Databases, and the Arm64EC Target Platform

Apr 6, 2026 By DAC Team In Devart

We are excited to announce the latest release of SecureBridge, EntityDAC, and the full family of dbExpress drivers. This update delivers expanded IDE compatibility, support for the latest database versions, new security components, and platform improvements that benefit developers across the Delphi and Lazarus ecosystem.

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How Will We Hold AI Accountable For Risky Investments?

Apr 6, 2026 By Erik Peterson In CloudZero

The word “Trillion” never fails to set the tech world on fire. Foundation Capital’s Jaya Gupta and Ashu Garg are two of the most recent firestarters. Late in December, they co-wrote “AI’s trillion-dollar opportunity: Context graphs,” outlining how AI will transition from organizational knowledge to organizational comprehension.

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Cloud Cost Optimization Framework: Build Your FinOps Practice (2026)

Apr 6, 2026 By Lyne Carolyne In CloudZero

Quick answer: A cloud cost optimization framework is a structured, repeatable system for managing cloud spend across people, processes, and tools. It defines how teams gain cost visibility, allocate spend to the right owners, optimize resources and rates, and measure whether spend is generating business value. The FinOps Foundation organizes this around three phases: Inform, Optimize, and Operate — and the Crawl, Walk, Run maturity model maps directly to how organizations progress through them.

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