Operations | Monitoring | ITSM | DevOps | Cloud

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On May 21, 2019, LinkedIn’s URL shortener went down. The certificate had expired. Millions of people cried out in terror when they couldn’t click on AI link bait. The interesting part: LinkedIn had renewed the certificate ten days earlier. The renewal succeeded. The certificate just never made it to the server. The renewed cert existed somewhere, but the server still served the old one. Most certificate automation is built to prevent the “I forgot to renew” problem.

Over the past year, the term Internal Developer Platform has appeared everywhere in engineering discussions. At first glance, it might sound like another buzzword for a fancy dashboard. But the growing interest reflects a real shift in how organizations manage developer productivity and infrastructure. In this post, we will unpack Internal Developer Platforms (IDP), why they exist, what problem they solve, and whether it is worth considering adopting one.

Amazon Web Services (AWS) has been the leader in cloud computing for more than 10 years. Despite a decade of innovation, no AWS service encapsulates cloud computing principles better than Elastic Compute Cloud (EC2). Through EC2, AWS can offer flexible and scalable virtual infrastructure that can be ‘rented’ to run applications and workloads.

Continuous Integration (CI) is an essential practice in modern software development that enables developers to continuously integrate their code changes into a shared repository. Through automated building and testing processes, CI ensures that every code change is tested thoroughly, preventing integration issues and improving software quality. In this article, we will explore the best practices for effective Continuous Integration testing.

Many organizations that have moved to the cloud enjoy the flexibility and scalability it provides. But as cloud environments grow, a new challenge emerges: how to maintain real visibility and control over the environment that runs the business. In a new article published on People & Computers, we discuss one of the most common blind spots in modern cloud operations — situations where the same external provider both operates the environment and reports on its performance.

On March 2, 2026 at 23:30:24 UTC, we experienced an issue where the Zoom AI scribe was unable to join calls, rendering Zoom meeting transcription unavailable for all users. On March 2, 2026 at 23:30:24 UTC, we experienced an issue where the Zoom AI scribe was unable to join calls, rendering Zoom meeting transcription unavailable for all users. The issue persisted from approximately February 28 through March 5, 2026.

By 2026, the GPU shortage isn’t a supply-chain hiccup anymore. It’s baked into the system. Even after pouring billions into CapEx, most enterprises still want 40% more GPU capacity than they actually have. And it’s not because they’re chasing moonshots. Technology companies are training foundation models while serving inference for millions of users on the same clusters. AI labs are juggling fine-tuning, evaluation, and real-time experimentation side by side.