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Six Lessons from Production gRPC

In the half-decade since gRPC became part of our production ecosystem, we've encountered a range of challenges and discovered a few hidden pitfalls that can trip up even the most experienced teams. Below, we'll walk through some of the core lessons learned, with tips, best practices, and examples drawn straight from the trenches.

Want AI to be better at debugging? It's all about context

More code is being shipped today than ever before, accelerated by AI powered code gen tools. We’re in a golden age for builders. But here’s the thing: software still breaks in production. From a recent study by Microsoft, AI models struggle to debug software. It’s because most of these code gen tools lack the one thing every good developer relies on: context. To debug anything, you need context. Having AI tools doesn't change that.

The Secret to Effective Edge AI: Mastering Data Pre-Processing

Discover why deploying Edge AI isn't just about feeding raw data into algorithms. François Baldassari reveals the crucial art and science of data pre-processing that makes AI systems truly effective. Uncover the surprising steps behind transforming vision-based AI into a powerful tool.

Accelerating AI-Powered Digital Operations: Integrating xMatters with ServiceNow's Latest Innovations

ServiceNow’s Knowledge 25 unveiled transformative innovations designed to embed AI deeply within every enterprise workflow. These advancements—like AI Agents, the AI Agent Fabric, and the AI Control Tower—mark a leap forward in digital operations. But what if you could amplify these capabilities even further, achieving truly proactive, automated, and seamless responses across your entire organization?

Forecasting with InfluxDB 3 and HuggingFace

Machine learning models must do more than make accurate predictions; they also need to adapt as the world around them changes. In real-world systems, data distributions shift due to seasonality, equipment wear, user behavior changes, or other external forces. If your models can’t keep up, the result is poor predictions. This can lead to outages, inefficiencies, or missed opportunities. That’s why forecasting systems need to be monitored and resilient, not just accurate.

Using Website Change Monitoring Software in the Age of AI Content

The rise of artificial intelligence has revolutionized the way businesses create and manage digital content. As of 2024, over 45% of marketing teams are actively using generative AI tools like ChatGPT, Claude, and Jasper to create website copy, blog posts, product descriptions, and more (Salesforce). Meanwhile, Gartner predicts that by 2026, 80% of content on the internet will be AI-generated.

Optimize cross-platform mobile apps with Datadog RUM and Kotlin Multiplatform support

Mobile developers are increasingly adopting Kotlin Multiplatform to share business logic across iOS and Android. While Kotlin Multiplatform reduces duplication of code-writing efforts, it also introduces blind spots. Developers often lack real-time visibility into how shared code performs across platforms, making it harder to troubleshoot issues and monitor user experience.

Monitoring AI Proxies to optimize performance and costs

Businesses deploying LLM workloads increasingly rely on LLM proxies (also known as LLM gateways) to simplify model integration and governance. Proxies provide a centralized interface across LLM providers, govern model access and usage, and apply compliance safeguards for smoother operations and reduced complexity—making LLM usage more consistent and scalable.

How Tech Is Making Car Transport Even Easier

Transporting a car used to be a complex and time-consuming process, filled with phone calls, paperwork, and logistical headaches. But thanks to advancements in technology, the car transport industry has been transformed into a more streamlined, transparent, and user-friendly experience. From instant quotes to GPS tracking, digital innovation is making it easier than ever to move your vehicle from one place to another, whether you're relocating across the country or simply sending a car to a buyer in another state.

Brand Architecture: Integrating Corporate and Product Brands

The structure of a business's brand hierarchy can have profound implications on market perception, customer trust, and long-term profitability. As markets become more fragmented and competitive, corporations are forced to reconcile how their overarching identity aligns with their individual product lines. This tension has given rise to increasingly strategic brand architecture, which is a deliberate system for organizing brands under a single company umbrella.