AI at the edge: simplifying infrastructure with Cisco and Canonical

Legacy infrastructure was not designed for the requirements of the AI era. While large-scale model training remains centralized in data centers, test-time inference is rapidly shifting to the edge to reduce latency and bandwidth consumption. This shift creates a new frontier for enterprise AI, but deploying at the edge introduces significant manual complexity, interoperability issues, […]
Desktop & Laptop

Copilot Autofix for GitHub Advanced Security for Azure DevOps

Over the last few years, we’ve encouraged customers to move their repositories from Azure Repos to GitHub, where the newest AI-powered and agentic development experiences land first. Migrating isn’t equally simple for everyone. A move to GitHub can range from straightforward to a multi-year program, depending on an organization’s size, customizations, compliance requirements, tooling, and […]
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Review pull requests without leaving Visual Studio

Pull request integration in Visual Studio has been one of the most requested Git features. Developers have been asking for a way to open a PR, inspect the changes, discuss feedback, and finish the review without switching to the browser. The feedback on that request has played a big role in shaping this experience over […]
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How to get indexed by ChatGPT [2026]




If you want to know how to get indexed by ChatGPT, I’ll show you, but first, I want to clarify: Other articles on this topic conflate “getting indexed by” with “showing up in” ChatGPT — and they are not the same thing. Getting indexed by ChatGPT means OpenAI’s search crawler discovered your page and stored it in OpenAI’s proprietary index (about which very little is publicly known). Showing up in ChatGPT means your content appeared in an answer, which can happen via that index or via a live web fetch triggered by a user’s query.
Digital Marketing

The next era of telco clouds: get open infrastructure choice with Sylva and Canonical Kubernetes

Achieving vendor neutrality in telco clouds requires an infrastructure layer that respects open standards, without wrapping them in rigid platform layers. By combining upstream alignment with up to 15 years of support longevity, Canonical’s approach to Sylva is built around a requirement that matters deeply to telcos: follow upstream cloud-native innovation when developing and evolving platforms, then rely on long-term support to keep production environments stable, trusted, and operationally predictable.
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Copilot Code Reviews for Azure Repos

🚨 ​​​​​​​Attention: We are accepting a final round of preview requests, with those organizations scheduled for enablement beginning the second week of July. Requests submitted after July 3 will not be accepted into the preview program. Over the last several years, we have encouraged customers to move their repositories from Azure Repos to GitHub to […]
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What is RDMA over Converged Ethernet (RoCE)?

Previous articles walked through RDMA (Remote Direct Memory Access) as a programming model and InfiniBand as the fabric that was built around it. Both led to the same conclusion, even if it was never stated outright: moving data, not compute, becomes the bottleneck once systems scale. So what happens when you want RDMA, but you’re […]
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AI email marketing tools: Our top picks for 2026




Marketers are turning to AI-powered tools to scale relevance without increasing manual effort as inbox competition increases and performance expectations rise. AI email marketing tools are rapidly reshaping how teams execute and measure email campaigns. AI advances now support everything from subject line creation and personalization to send-time optimization and revenue attribution.
Digital Marketing

Schema markup for AEO: How to implement it to boost answer engine visibility in 2026




Schema markup for AEO helps answer engines understand a website. Schema is readable by AI crawlers because it’s added to a site’s HTML. It allows SEO professionals to add additional context and map entities without overwhelming the website’s front end or users. This additional context provided by schema reduces ambiguity and increases the likelihood that the web content can be accurately cited in AI-generated answers.
Digital Marketing

Enterprise Live Migrations: Moving from Azure DevOps Repo to GitHub with minimal disruption

Over the last several years, we’ve encouraged customers to move their repositories from Azure Repos to GitHub to take advantage of the latest AI-powered and agentic development experiences. For many enterprise teams, however, migrating at scale comes with real constraints. Traditional approaches can require extended downtime – sometimes days – which isn’t acceptable for teams […]
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How Microsoft is migrating repositories to GitHub

For the past decade, Azure DevOps has powered software development at Microsoft, supporting some of our largest repositories and most complex engineering workflows across Azure Repos, Boards, and Pipelines. Software development is being reshaped by AI, and where code lives now have a direct impact on how much value organizations can capture. For teams that […]
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