Operations | Monitoring | ITSM | DevOps | Cloud

7 weak points in your delivery model to fix before your next audit or outage

An auditor asking for evidence of your deployment process and an incident review asking what went wrong are asking about the same things. The difference is timing. One catches the weak point before it costs you anything. The other catches it in the middle of an outage, with a customer on the phone.

Microsoft Offers 60,000 Employees Buyouts. Here's the AI Problem.

Microsoft is offering voluntary buyouts to 60,000 employees—more than a quarter of its workforce—while investing billions into AI infrastructure. But here's the bigger question: What happens when experienced engineers leave and AI-generated code keeps accelerating? AI can write code faster than ever. But deploying it safely, securely, and at scale? That's becoming the real bottleneck. Is Microsoft funding AI with headcount instead of efficiency?

The Migration Takes 2 Weeks. Deciding to Do It Takes 6 Months. (Webinar Replay)

Replay and recap of our October 20 live session: why the decision to migrate takes longer than the migration itself, the five human blockers behind it, two customer migrations, and three ways to cut decision time. Chapters, timestamps and key takeaways. Romaric founded Qovery to make Kubernetes accessible to every engineering team. He writes about platform strategy, developer experience, and the future of cloud infrastructure.

Apache ActiveMQ CVE-2023-46604: DripDropper Exploit Explained

When a CVSS 10.0 vulnerability is published, the expectation is that affected software gets patched within days. When it involves an open-source broker that processes business-critical transactions in enterprise environments, the expectation is that the security teams responsible for those brokers treat it as an emergency. “The attacks exploit a maximum-severity security flaw in Apache.

Monitor Oracle AI Database across clouds with Datadog

Organizations can use Oracle AI Database@AWS, Oracle AI Database@Azure, and Oracle AI Database@Google Cloud to run Oracle databases co-located with the cloud applications they support rather than managing the databases on premises. However, running applications in a cloud provider’s environment while hosting databases on Oracle Cloud Infrastructure (OCI) can lead to visibility gaps. When application performance degrades, identifying the source of the problem can be difficult.

Best practices for scaling A/B testing with experiment protocols

Running one A/B test well is manageable. Scaling A/B testing to hundreds of experiments across dozens of teams is harder, because teams may make different decisions about metrics, randomization, rollout, and analysis. Experiment protocols in Datadog Experiments turn an approved methodology into a reusable configuration, giving experiments of the same type a consistent starting point. In this post, you’ll learn how to.

Britain's schools are adopting AI, but who controls the infrastructure behind it?

Four in five UK teachers now use artificial intelligence for work. That is an extraordinary level of adoption for a technology that, just a few years ago, most people outside the technology industry had barely encountered. But there's another figure from the same research that I find considerably more interesting. Only 35% of teachers using AI say they're actually working fewer hours because of it.

When AI Shapes What Customers Buy, Brands Need Better Control.

Your next customer will likely meet your product inside an AI answer. More than 1 in 4 consumers already use generative AI to shop, according to McKinsey's State of the Consumer 2026. The traffic it sends is valuable. Adobe found AI referrals to US retail sites converted 54% better than other sources in May 2026. The answer that the shopper sees is assembled from your feeds, retailer listings, reviews, and third-party content.

Business Process Outsourcing: A Practical Guide to Choosing What to Keep In-House

Business process outsourcing, commonly called BPO, involves using a third party to perform selected business activities. A useful starting point is understanding what BPO means in practice: the business delegates specific processes while remaining responsible for its priorities, customer promises, and final results.