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A British father has been killed in a horror quad bike crash in Corfu that also left his teenage son injured. 

After all that guzzling on champagne football over the last decade, it is time for change at Manchester City. So what will it be? 'Diet Pep', please, barkeep.

The dating show was set to return to screens for its eleventh series in September, but plans to air the episodes, which wrapped last month, have now reportedly been scrapped.

Ex-Derbyshire bowler Andrew Woodward, 57, says the machine fell on him in Ryde School's sports hall on the Isle of Wight in February 2023.

by George Whittaker

The Debian project has begun exploring AI-assisted bug triage workflows, joining a broader movement across the open-source world to manage the rapidly increasing volume of software bug reports and vulnerability submissions.

While Debian developers are approaching the idea cautiously, the effort reflects a growing reality for large open-source projects: modern software ecosystems are producing more bugs, duplicate reports, and security findings than human maintainers can efficiently process alone.

The discussion arrives during a period of intense debate within Linux and open-source communities about how artificial intelligence should be integrated into software development and maintenance.

Why Debian Is Looking at AI-Assisted Triage

Debian is one of the largest and most complex Linux distributions in existence, maintaining tens of thousands of software packages across multiple architectures and release branches. Managing bug reports at that scale has always been challenging.

Now, AI-assisted vulnerability scanning and automated testing tools are dramatically increasing report volumes across open-source projects. Maintainers are increasingly facing:

• Duplicate vulnerability reports
• Low-quality automated submissions
• Massive triage backlogs
• Security mailing list overload
• Increasing maintainer burnout

AI-assisted bug triage systems are being explored as a way to help organize, prioritize, and categorize incoming reports before human maintainers review them.

What AI-Assisted Bug Triage Actually Means

Importantly, Debian is not handing software maintenance over to AI systems.

Instead, AI-assisted triage generally focuses on repetitive administrative tasks such as:

• Detecting duplicate bug reports
• Categorizing issues by severity
• Routing bugs to appropriate maintainers
• Summarizing lengthy reports
• Identifying missing reproduction details
• Prioritizing security-related submissions

The goal is to reduce the amount of manual sorting work maintainers must perform before actual debugging begins.

The Open-Source Community Is Divided

Debian’s experiments come during an ongoing debate about AI’s role in open-source development.

Some maintainers view AI-assisted tooling as necessary because software complexity has outpaced human review capacity. Others worry about:

• Low-quality AI-generated reports
• Maintainer overload
• False positives
• Loss of contributor accountability
• “Drive-by” AI contributions with little human understanding

The Debian community itself has spent months discussing how AI-assisted contributions should be handled, but no final project-wide policy has yet been adopted.

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A new deal means frontline workers in Essex can feed their children at a popular Italian restaurant chain for as little as £1.

The Bull and Willow in Great Totham is the sort of village gastro pub which gets brighter and more inviting as you walk up to it.

Michael Cole, 60, said the ordeal has left him fearful of visiting dentists and struggling financially

Reform gained 53 seats after residents across Essex voted at the May 7 elections which received its highest turnout for decades with 43.6 per cent.

A senior Independent councillor said the council could see 'chaos'

A new deal means frontline workers in Essex can feed their children at a popular Italian restaurant chain for as little as £1.

The Bull and Willow in Great Totham is the sort of village gastro pub which gets brighter and more inviting as you walk up to it.

Michael Cole, 60, said the ordeal has left him fearful of visiting dentists and struggling financially

Reform gained 53 seats after residents across Essex voted at the May 7 elections which received its highest turnout for decades with 43.6 per cent.

Microsoft is turning Azure Linux into a general-purpose, Fedora-based cloud distribution available to all Azure customers, while also productizing Flatcar as Azure Container Linux for immutable container hosts. "When Microsoft joined the Linux Foundation, there was this big conspiracy theory that somehow the Linux Foundation was undermining open source in partnership with Microsoft, and now you announce that you're shipping a Linux distribution," Jim Zemlin, the Linux Foundation's CEO, said in response to Microsoft's surprise announcement. "That's amazing." ZDNet reports: Until now, [Lachlan Everson, Microsoft's Principal Program Manager on Azure's open-source team] noted, "we had Azure Linux only available to third-party customers through AKS specifically, and that was Azure Linux 3.0." Going forward, this will be ACL. Everson emphasized that Azure Linux 4.0 is the culmination of years of internal usage and the evolution of the earlier Mariner distribution. "So we've been running Azure Linux for many years internally, and we got through to 3.0, and we only allowed it on as a container host on AKS. What we've done is make it a general-purpose, so this is all the learnings that we've had in the heritage of Mariner." Under the hood, Azure Linux 4.0 is based on Fedora Linux and is delivered as an open distribution on GitHub. This code is available now. Yes, Red Hat knows that Microsoft has done this. Everson continued, "So, we made a decision to use Fedora as an upstream, so it's using RPMs in the Fedora ecosystem. Microsoft curates the packages and the supply chain to fit Azure's cloud platform." Microsoft also created "it to be purpose-built for Azure, which integrates vertically into all of our infrastructure to give you the best Azure Linux experience on Azure." While Azure Linux will ship as a VM image, Microsoft is already preparing a developer-friendly path onto Windows desktops: "And as of today, we have it as a VM image for your VM host on Azure. We're going to announce WSL images as well." While developers will be able to run Azure Linux locally through WSL, Microsoft is not positioning it as a traditional desktop Linux. Asked whether he could run it on his laptop, Everson said: "I will be able to run it on my laptop, or what have you. Yes, on Windows 11." However, when pressed about a desktop experience, Everson was clear that there are "no plans" for a graphical environment. "It's optimized for server-side in the cloud," he said, adding that even on a developer machine, users should expect a lean environment. "Minimal packages, yeah. The idea is that we offer you a consistent experience to do your development on your machine, and that you can take your workloads as you develop them on your machine and run them with VS Code. You can run your applications on that, and know that the platform is the same that you're running on the cloud, so that you have that kind of consistency between environments." Flatcar itself remains the upstream project, but Microsoft is packaging it for Azure customers. Everson described Flatcar as "purpose-built, immutable, secure by default, production-ready operating system, and Azure Container Linux is the productization of that, but we're still investing in the upstream Flatcar ecosystem and pulling that downstream into a productized exterior experience just for container workloads, so it's a container hosting in AKS." To underscore the immutable model, he added that "Everything's baked in, so there is no package manager. We bake the bits into the immutable, and they're in the immutable version. So Azure Container Linux is the immutable version. So you shouldn't be changing any system packages or any application packages. Anything that you need to change is customer workloads run in containers."

Read more of this story at Slashdot.

Burglar Jack Higgins was captured frantically pulling at a pair of locked doors after stealing from student accommodation block in Beeston, Nottinghamshire.

As accusations of sexual assault emerge from the dark underbelly of Channel 4 's hit series Married At First Sight, superfans like me are shocked.

As we learn more about the importance of gut microbes (the microbiome) to our health, at-home testing kits might seem useful tools. But a recent US study cast doubt on their accuracy.

Two-time Wimbledon champion Carlos Alcaraz has confirmed that he will not enter this year's Championships as he recovers from a persistent wrist injury.