Whether or not you made the journey to this year’s AWS re:Invent, there’s always a variety of great announcements lost amid an action-packed week of keynotes, breakouts, expo hall demos, and networking sessions. No need to worry—we’re always happy to be a big part of the re:Invent experience and share our observations with you. You can also join us on December 17, 2024, for a re:Invent re:Cap livestream by registering here.

To upgrade, or not to upgrade. While that may not have been the question that Hamlet asked, it’s one you might be asking. You already made the mistake of asking Reddit, “should I do an in-place upgrade,” and, as expected, people had Big Opinions. A Windows Server Feature Update offers benefits, like performance and analytics. On the other hand, if you have problems, then your attempts can lead to business downtime and service disruption.

Discover the best cloud migration tools of 2024, key features to consider, and expert tips for choosing the right solution for your business needs. Cortex|

Network flapping is the rapid fluctuation of network routes or interfaces between an up (active) and down (inactive) state. This constant change disturbs the network’s stability by forcing routers and switches to repeatedly calculate the best paths for data transmission. Route flapping is a specific type of network flapping in which the route information advertised by routers changes frequently within a short period.

Managing modern, complex IT systems manually is like navigating a vast, ever-changing city without a map, GPS, or road signs. Imagine driving blindfolded, relying solely on occasional radio updates (logs) about traffic jams (issues) and detours (system changes). Not only does this method slow you down, but by the time you react to a traffic jam, it’s already caused gridlock across the city. Worse, competitors zipping through the city with autonomous cars (AIOps) are faster and more efficient.

In modern IT systems, most businesses adopt new tools and technologies to stay ahead of competitors. These new technologies are resulting in the proliferation of distributed IT systems. For instance, some enterprises implement cloud computing, edge computing, or microservices architecture, contributing to complex distributed systems across organizations.

'Why settle for partly cloudy?' That's why Site24x7 went all in on making multi-cloud monitoring smarter, faster, and a lot less stressful. IT teams faced the usual chaos—expired certificates, rogue servers, and surprise bottlenecks—but Site24x7 stepped in with a toolkit so sharp, it could cut through latency like butter.

An audit and error trail is one of the core pillars of a well-designed software application, regardless of the programming language used to build it. This trail typically comes in the form of logging. When your application produces useful, rich logs, you are better equipped to successfully maintain a production-grade system and troubleshoot any issues that might arise. When it comes to distributed Python applications, having correlated logs for each system is important for debugging.

We all know that a website’s performance can make or break your business. Whether you’re running an e-commerce store, SaaS platform, or content-rich website, ensuring that your site is always up, and running is non-negotiable. A single instance of downtime can result in lost revenue, decreased customer trust, and a tarnished reputation. Website monitoring tools are essential for proactively identifying issues, ensuring optimal performance, and providing a seamless experience for your users.

This post was written by David Chang, Staff Software Engineer at Pinterest, and originally posted on the Pinterest engineering blog on Medium. Develocity, formerly known as Gradle Enterprise, is a powerful tool that speeds up local and CI build time, helps troubleshoot your builds, and analyzes your data. At Pinterest, we have a dedicated team, Mobile Builds, and we ensure that developers can build fast and often. This enables developers to be more productive by getting faster feedback on their code.