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Whatβs GitOps All About? GitOps is a way to manage infrastructure and applications through Git, using it as a single source of truth. In simple terms, you treat infrastructure configurations the same way you treat code: everything is defined, versioned, and stored in Git. By using Gitβs familiar workflows (pull requests, commits, reviews), you make infrastructure changes with full visibility and control. The magic of...
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OneLake in Microsoft Fabric aims to provide an enterprise with a consolidated analytical approach by developing its data and tools into one logical base. OneLake, which is automatically available across all Microsoft Fabric tenants, enables users to manage large volumes of data without the need to build separate databases or overlays, encouraging data usage across the dimensions of the analytical ecosystem. Overview of...
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In the world of IBM App Connect Enterprise (ACE), effective logging is crucial for monitoring and troubleshooting. With the introduction of the Log node, it's now easier than ever to log ExceptionList inserts directly into the activity log, which can be viewed from the WebUI. The Log node can be especially valuable, often replacing the Trace node in various scenarios. This article contains two sections: the first will...
Back-end development can feel like youβre constantly putting out fires β one messy query here, a crashing API call there. But it doesnβt have to be that way! By using well-established design patterns, you can make your codebase more organized, scalable, and easier to maintain. Plus, itβll keep your boss impressed and your weekends stress-free. Here are some essential back-end patterns every developer should know, with...
In this post, Iβll walk you through the vulnerabilities I uncovered in the GStreamer library and how I built a custom fuzzing generator to target MP4 files. The post Uncovering GStreamer secrets appeared first on The GitHub Blog.
There are a number of legacy systems being used in different industries. These range from government entities to the financial sector, healthcare, transportation, manufacturing, and more. Many systems adopted in these industries were developed in the late 20th century and, therefore, face inherent limitations. The monolithic architectures and tightly coupled components they adopt are the prime reason for this. But...
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AWS Sagemaker has simplified the deployment of machine learning models at scale. Configuring effective autoscaling policies is crucial for balancing performance and cost. This article aims to demonstrate how to set up various autoscaling policies using TypeScript CDK, focusing on request, memory, and CPU-based autoscaling for different ML model types. Model Types Based on Invocation Patterns At a high level, model...
Ben and Ryan catch up with Nenne Adaora βAdoraβ Nwodo, who recently joined Stack Overflow as a platform engineering manager. From her childhood fascination with computers to her years as a software engineer at Microsoft, Adora shares her evolution as a technologist. She tells Ben and Ryan about her experience interviewing for and accepting a role at Stack Overflow, the projects sheβs working on in her new role, her...
Mark Doble, CEO of Alexi, an AI-powered litigation platform, joins Ben to talk about GenAIβs transformative effect on the legal world. Their conversation touches on the importance of ensuring accurate results and eliminating hallucinations when AI tools are used for legal work, how lawyers (like the rest of us) can adapt to GenAI, and what Alexiβs tech stack looks like.
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This year, I embarked on an exciting journey to build a new public API system for one of my clients. The goal was to create a system allowing them to sell access to their valuable dataset to external parties. This project wasn't just about opening up new revenue streams; it was about innovation and expanding the value we could offer to the clients sector. APIs play a crucial role in modern software systems,...
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Companies across the globe spend more than $65 billion each year to maintain their legacy mainframe systems. Moving from mainframes to serverless systems on AWS gives businesses a great chance to cut operating costs. They can also benefit from cloud-native architecture. This fundamental change lets companies replace their rigid, monolithic systems with adaptable ones that meet market needs. AWS serverless technologies...
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Cloud IaaS providers like AWS, Azure, OCI, and GCP operate on a shared responsibility model. While they secure the underlying infrastructure, You, as a customer, are responsible for protecting data, applications, and access management. The rapid adoption of cloud services has made IaaS a prime target for cybercriminals. According to a recent study by IBM, misconfigurations in cloud services are responsible for billions...
In this tutorial, youβll learn about an important part of the Agile approach to software development: user stories. Iβll take you through what user stories are, common pitfalls that Iβve seen with creating user stories, and the frameworks that exist ...
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As Kubernetes continues to gain traction in the realm of container orchestration, ensuring the security of container images has become paramount. Two prominent tools that focus on securing the software supply chain in Kubernetes environments are Cosign and Connaisseur. While both tools aim to enhance the integrity and authenticity of container images, they serve distinct purposes and functionalities. This article...
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If youβre like me and you loveeeeee shortcuts, you know how satisfying it is to press a few keys and watch the magic happen. Whether itβs the familiar Ctrl+C β Ctrl+V that devs use to βborrow codeβ from LLMs and code pages, or the personalised sho...
I coded a thingy the other day and I made it a web component because it occurred to me that was probably the correct approach. Not to mention they are on the mind a bit with the news of React 19 dropping with full support. My component is content-heavy HTML with a smidge of dynamic [β¦]
Generative AI encompasses algorithms capable of producing novel content, such as text, images, and audio, based on learned patterns from training data. Llama 3.2, the latest iteration in the Llama series developed by Meta, is designed for versatility and enhanced performance across various tasks, including conversational agents, content creation, and personalized recommendations. The efficient implementation and...
When youβre working on a project with multiple environments β like staging and production β for your backend APIs and frontend deployments, youβll want to make sure you have the correct configuration and commands for each branch in your repository. T...