Get ahead of the curve with the latest insights, trends, and analysis in the tech world.
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Published on: December 31, 2024 | Source:MLOps, or Machine Learning Operations, is a set of practices that combine machine learning (ML), data engineering, and DevOps to streamline and automate the end-to-end ML model lifecycle. MLOps is an essential aspect of the current data science workflows. It is a foundational component of the contemporary information technology landscape, and its influence is expected to increase significantly in the coming years. It...
Published on: December 31, 2024 | Source:Automation testing is a must for almost every software development team. But when the automation suite consists of many scenarios, the running time of automation suites tends to increase a lot, and sometimes, rather than helping a team to reduce the turnaround time of testing, it doesnβt help in a much-expected way. Thus, there is a need for parallelization of the automation suite. With parallelization comes another...
Published on: December 31, 2024 | Source:Since the introduction of simple applications to the market, DevOps teams have faced increasing demands in terms of speed, efficiency, and application reliability. To meet these needs, some are embracing artificial intelligence (AI) to introduce more automation, business intelligence, and intelligent decision-making to cloud DevOps. The Role of AI in DevOps AI brings new features that enableDevOpsto improve the...
Published on: December 31, 2024 | Source:Managing expenses and keeping track of receipts can be cumbersome. Digitalizing receipts and extracting product information automatically can greatly enhance efficiency. In this blog, weβll build a Receipt Scanner App where users can scan receipts using their phone, extract data from them using OCR (Optical Character Recognition), process the extracted data with OpenAI to identify products and prices, store the data in...
Published on: December 31, 2024 | Source:The adoption of cloud-native architectures and containerization is transforming the way we develop, deploy, and manage applications. Containers offer speed, agility, and scalability, fueling a significant shift in IT strategies. However, the reality for many organizations is that virtual machines (VMs) continue to play a critical role, especially when it comes to legacy or stateful applications. Even leading financial...
Published on: December 31, 2024 | Source:2024 is promised to be the year of generative AI. Instead, it has been the year of catastrophic software outages. Earlier this year, we saw outages affecting high-street shops, banks, and cloud vendors, whilst those of us in the UK saw the Post Office Horizon IT scandal reach new levels of public outrage. Having made a living working to investigate and resolve such scandals in recent times, I found myself amid furor...
Published on: December 31, 2024 | Source:Okay, so picture this: itβs 11 p.m., Iβve got a cup of coffee thatβs somehow both cold and scalding (a skill Iβve mastered), and Iβm spiraling down the rabbit hole of JavaScript runtimes. Yeah, I know, wild Friday night, right? But hey, when you're a software engineer, your idea of "fun" sometimes involves comparing Deno and Node.js while your cat judges you from across the room. For a little backstory on this notion,...
Published on: December 31, 2024 | Source:Note: This will probably not work on an actual GBA because it doesn't implement the GBA copy protection. It should work on most emulators (tested on mGBA) 2048-zig v1.0 release: https://github.com/jonot-cyber/2048-zig/releases/tag/1.0 submitted by /u/NXGZ [link] [comments]
Published on: December 31, 2024 | Source:During the holidays, weβre releasing some highlights from a year full of conversations with developers and technologists. Enjoy! Weβll see you in 2025.
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Published on: December 30, 2024 | Source:As developers, we always look for ways to make our development workflows smoother and more efficient. With the new year unfolding, the landscape of AI-powered code assistants is evolving at a rapid pace. It is projected that, by 2028, 75% of enterprise software engineers will use AI code assistants, a monumental leap from less than 10% in early 2023. Tools like GitHub Copilot, ChatGPT, and Amazon CodeWhisperer have...
Published on: December 30, 2024 | Source:submitted by /u/Haghiri75 [link] [comments]
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Published on: December 30, 2024 | Source:Before I discuss records and why they are needed, let me articulate the concept ofimmutability. Immutability is a key aspect of clean and safe programming. An immutable object is one whose state cannot be changed once instantiated, where the state is the data contained in the object instance. When an object's state is set, it stays the same throughout its lifetime. In Java, for example, immutable objects do not have...
Published on: December 30, 2024 | Source:In this article, I present an example of a simple and quick installation of ScyllaDB in the AWS cloud using Terraform. Initially, I intended to create a ScyllaDB AMI image using HashiCorp Packer. However, I later discovered that official images are available, allowing ScyllaDB to be easily configured during instance initialization via user data.
Published on: December 30, 2024 | Source:Is your preferred programming language a matter of national security?
Published on: December 30, 2024 | Source:Explore GitHubβs top blogs of 2024, featuring new tools, AI breakthroughs, and tips to level up your developer game. The post GitHubβs top blogs of 2024 appeared first on The GitHub Blog.
Published on: December 30, 2024 | Source:Ensuring the stability and correctness of Kubernetes infrastructure and application deployments can be challenging due to the dynamic and complex nature of containerized environments. Traditional manual testing methods are time-consuming, error-prone, and insufficient for validating the integration and behavior of resources like pods, services, and deployments. There is a need for an automated, scalable, and reliable...
Published on: December 30, 2024 | Source:Big data technologies' quick development has brought attention to the necessity of a smooth transition between real-time data analytics and batch processing systems. Since HDFS (Hadoop Distributed File System) based data lakes provide scalable and affordable storage for vast amounts of heterogeneous data, they have emerged as a key component of present-day data architectures. However, when interacting with dynamic,...
Published on: December 30, 2024 | Source:JUnit 5 is a software testing framework used by developers to unit test their code. It is a Java-based framework that allows writing and running tests on the Java platform, including an integrated reporter that displays the test results. JUnit can be used for automation testing for two main purposes:
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Published on: December 30, 2024 | Source:Snowflakeβs Snowpark brings machine learning (ML) closer to your data by enabling developers and data scientists to use Python for ML workflows directly within the Snowflake Data Cloud. Here are some of the advantages of using Snowpark for machine learning:
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Published on: December 30, 2024 | Source:In this blog post, we will explore how to implement CRUD (Create, Read, Update, Delete) operations using Natural Language Processing (NLP) with the Microsoft.Extensions.AI library in a .NET Web API application. We will utilize the power of NLP to interact with our application through natural language queries and perform CRUD operations on a light management system. Step-by-Step Guide 1. Create a .NET Web API...
Published on: December 30, 2024 | Source:submitted by /u/avinassh [link] [comments]
Published on: December 30, 2024 | Source:Mobile app development has become an essential skill in todayβs digital landscape, and React Native is one of the leading tools for creating powerful, cross-platform mobile apps. React Native combines the best parts of React and native app developmen...
Published on: December 30, 2024 | Source:Part I: 2024 Year in Review OpenAI on the Front OpenAI maintained its position at the forefront of AI innovation in 2024. The release of GPT-4 in May marked a significant milestone as the first frontier multimodal model capable of understanding and generating content across different forms of media. This was followed by o1 in September, along with its lighter counterpart, o1-mini, and the announcement of o3 in...
Published on: December 30, 2024 | Source:TLDR: Run pglocklogger on your prod databases. Whenever there's an outage due to blocking in PostgreSQL, it may give you essential observability. Recently, I experienced a prod outage caused by a blocked migration. The migration itself was almost instantaneous, but it picks up a lock before it actually runs. That may take a while, but that's no problem, right? The migration runs a bit later, no worries. That's when I...
Published on: December 30, 2024 | Source:submitted by /u/derjanni [link] [comments]
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