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Learn PyTorch in Five Projects
Deep learning has revolutionized the way we approach complex problems like image recognition, natural language processing, and even audio analysis. At the core of many deep learning applications is PyTorch, a powerful and flexible framework that allo...
Published on: March 06, 2025 | Source:
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Four steps toward building an open source community
Three maintainers talk about how they fostered their open source communities. The post Four steps toward building an open source community appeared first on The GitHub Blog.
Published on: March 06, 2025 | Source:How to build a palace: Building in iterations is not the same as postponing quality
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Published on: March 06, 2025 | Source:How to Build Slack App for Audit Requests
Auditing for any B2B software is crucial for understanding how teams utilize products, measuring efficiency created due to the product usage, security, and data compliance. Organizations may require different types of audits to ensure proper usage, identify potential risks, and support technical engagements. This article will walk you through how to use a technical architecture designed for audits to create a Slack...
Published on: March 06, 2025 | Source:Dynamic Forms With Camunda and Spring StateMachine
In modern process automation, flexibility and adaptability are key. Processes often require dynamic forms that can change based on user input, business rules, or external factors. Traditional approaches, where forms are hardcoded into the process definition, can be rigid and difficult to maintain. This article presents a flexible and scalable approach to handling dynamic forms in process automation, using Camunda BPM...
Published on: March 06, 2025 | Source:DevOps: The Key to Reliable AI Data and Governance
AI and machine learning (AI/ML) are changing industries, opening up new revenue streams, and enhancing the capabilities of developers and the solutions they create, regardless of whether they have yet to impact your processes or products directly. However, enormous responsibility accompanies immense power, innovation, and opportunity. All AI models rely on data, and your teams and technology are in charge of that...
Published on: March 06, 2025 | Source:Non-Project Backlog Management for Software Engineering Teams
Objective A common challenge for engineering leadership is the management of non-project backlogs, which consist of unresolved issues from previous projects, such as technical debt, outstanding bugs, and incomplete documentation. This article examines the inherent difficulties and proposes implementation guidelines for mitigating the negative impact of these backlogs on current development efforts, ultimately aiming to...
Published on: March 06, 2025 | Source:Why you should never use page.waitForTimeout() in Playwright
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Published on: March 06, 2025 | Source:Learn Machine Learning Concepts plus Generative AI
Machine learning is revolutionizing industries by enabling computers to learn from data, recognize patterns, and make decisions without explicit programming. If you've ever been curious about how AI systems work, this course provides a structured int...
Published on: March 06, 2025 | Source:Create a simple MMO Game in Unity
Creating an MMO (Massively Multiplayer Online) game may seem like a daunting task, but with the right tools and guidance, you can bring your game idea to life. Whether you're an aspiring game developer or just curious about how online multiplayer gam...
Published on: March 06, 2025 | Source:Let's Talk About The American Dream
A few months ago I wrote about what it means tostay gold β to hold on to the best parts of ourselves, our communities, and the American Dream itself. But staying gold isnβt passive. It takes work. It takes action. It takes hard conversations that ask
Published on: March 06, 2025 | Source:From unique to cleanups and weak: new low-level tools for efficiency
Weak pointers and better finalization in Go 1.24.
Published on: March 06, 2025 | Source:Go Flags: Beyond the Basics
The flag package is one of Go's most powerful standard library tools for building command-line applications. Understanding flags is essential whether you're creating a simple CLI tool or a complex application. Let's look into what makes this package so versatile. Basic Flag Concepts Let's start with a simple example that demonstrates the core concepts:
Published on: March 05, 2025 | Source:Why Text2SQL Alone Isnβt Enough: Embracing TAG
Imagine youβre trying to understand why your companyβs sales dropped last quarter. You query your database with a simple natural language question: βWhy did sales drop last quarter?β The ideal scenario would be that the AI system instantly provides you with a context-rich, insightful answer β something that ties together all relevant data points, trends, and market insights. However, the reality is far from ideal....
Published on: March 05, 2025 | Source:Advanced Error Handling in JavaScript
Error handling is a fundamental aspect of programming that ensures applications can gracefully handle unexpected situations. In JavaScript, while try-catch is commonly used, there are more advanced techniques to enhance error handling. This article explores these advanced methods, providing practical solutions to improve your error management strategies and make your applications more resilient.
Published on: March 05, 2025 | Source:IoT Communication Protocols for Efficient Device Integration
What Are IoT Communication Protocols? IoT communication protocols are the standards and rules that allow devices to communicate over networks. They define how data is transmitted, how devices establish connections, and how they securely exchange information. These protocols ensure that devices understand each other and function seamlessly. Importance of Efficient Device Integration Efficient device integration is...
Published on: March 05, 2025 | Source:KIAM vs AWS IAM Roles for Service Accounts (IRSA)
As Kubernetes adoption grows in cloud-native environments, securely managing AWS IAM roles within Kubernetes clusters has become a critical aspect of infrastructure management. KIAM and AWS IAM Roles for Service Accounts (IRSA) are two popular approaches to handling this requirement. In this article, we discuss the nuances of both tools, comparing their features, architecture, benefits, and drawbacks to help you make...
Published on: March 05, 2025 | Source:Video: How to run dependency audits with GitHub Copilot
Learn to automate dependency management using GitHub Copilot, GitHub Actions, and Dependabot to eliminate manual checks, improve security, and save time for what really matters. The post Video: How to run dependency audits with GitHub Copilot appeared first on The GitHub Blog.
Published on: March 05, 2025 | Source:Not just for developers: How product and security teams can use GitHub Copilot
GitHub Copilot isn't just for developers! Discover how product managers, security professionals, scrum masters, and more use GitHub Copilot to streamline tasks, automate workflows, and boost productivity across teams. The post Not just for developers: How product and security teams can use GitHub Copilot appeared first on The GitHub Blog.
Published on: March 05, 2025 | Source:Harnessing Real-Time Insights With Streaming SQL on Kafka
In the era of real-time data, the ability to process and analyze streaming information has become critical for businesses. Apache Kafka, a powerful distributed event streaming platform, is often at the heart of these real-time pipelines. But working with raw streams of data can be complex. This is where Streaming SQL comes in: it allows users to query and transform Kafka topics with the simplicity of SQL. What Is...
Published on: March 05, 2025 | Source:How ARIA Snapshot Testing Solves Common Playwright Issues
The challenges of testing various elements on a webpage, such as headings and links, noting that traditional code-based tests can become complex and brittle. I am not a huge fan of using screenshots for testing, as they can break with minor layout changes. Playwrightβs ARIA Snapshots offer a powerful method to validate the accessibility tree of your web applications, ensuring that content is both accessible and...
Published on: March 05, 2025 | Source:Mastering Scalability in Spring Boot
Scalability is a fundamental concept in both technology and business that refers to the ability of a system, network, or organization to handle a growing amount of requests or ability to grow. This characteristic is crucial for maintaining performance and efficiency as need increases. In this article, we will explore the definition of scalability, its importance, types, methods to achieve it, and real-world examples.
Published on: March 05, 2025 | Source:Actuator Enhancements: Spring Framework 6.2 and Spring Boot 3.4
In Spring Boot, an Actuatoris a framework module that provides features for managing and monitoring applications. It helps developers and operations teams to gain insights into the run-time behavior of their applications and provides capabilities for health checking, metrics collection, and application management via a set of built-in and customizable endpoints. Traditional Implementation of Actuators Monitor health of...
Published on: March 05, 2025 | Source:Deep Learning Fraud Detection With AWS SageMaker and Glue
Fraud detection has become a top priority for businesses across industries. With fraudulent activities growing more sophisticated, traditional rule-based approaches often fall short in addressing the constantly evolving threats. Detecting and preventing fraud β be it financial scams, identity theft, or insurance fraud β is crucial, especially when global fraud losses run into billions of dollars annually. This guide...
Published on: March 05, 2025 | Source:Ansible Event-Driven Automation for Real-Time Operations
Event-driven automation allows the service team to execute predefined actions automatically in response to specific events within a systems landscape. This approach improves operational efficiency by minimizing manual intervention and allowing systems to adapt quickly to changing conditions. Ansible, a popular open-source automation tool, incorporates event-driven features to support such dynamic and responsive...
Published on: March 05, 2025 | Source:How can AI perform on the edge?
What are the capabilities, constraints, and benefits of running AI models on edge devices?
Published on: March 05, 2025 | Source:Essential Python Libraries: Introduction to NumPy and Pandas
In Python programming, NumPy and Pandas stand out as two of the most powerful libraries for numerical computing and data manipulation. NumPy: The Foundation of Numerical Computing NumPy (Numerical Python) provides support for multi-dimensional arrays and a wide range of mathematical functions, making it essential for scientific computing.
Published on: March 04, 2025 | Source:Database Query Service With OpenAI and PostgreSQL in .NET
In this blog post, we'll explore how to build a service that interacts with a PostgreSQL database and uses OpenAI's GPT-4 model to generate SQL queries based on natural language input. This service called NorthwindServicefromDB is designed to make it easier for users to query a database without needing to write SQL themselves. We'll walk through the code step by step, explaining each component and how it fits into the...
Published on: March 04, 2025 | Source:Feather Wand: Your AI-Powered Companion for JMeter
Imagine having an intelligent assistant right inside JMeter, ready to help you craft, optimize, and troubleshoot your test plans with ease. Thatβs exactly what Feather Wand, a new JMeter plugin, brings to the table β a sprinkle of AI magic to transform your performance testing experience. Letβs dive into what makes this tool special, how it works, and why it might just become your go-to JMeter sidekick β especially for...
Published on: March 04, 2025 | Source:Automated Bug Fixing: From Templates to AI Agents
If you've spent any time in software development, you know that debugging is often the most time-consuming and frustrating part of the job. What if AI could handle those pesky bugs for you? Recent advances in automated program repair (APR) are making this increasingly realistic. Let's explore how this technology has evolved and where it's headed.
Published on: March 04, 2025 | Source:How to Build a MERN Stack To-Do App
This guide will walk you through building a full-stack MERN To-Do application. It covers setting up the environment, writing code to demonstrate core CRUD (Create, Read, Update, Delete) operations, and connecting the application to MongoDB Atlas, a f...
Published on: March 04, 2025 | Source:React Performance Optimization: Tricks Every Dev Should Know
Letβs face it: weβve all been there. You build a sleek React app, only to watch it slow to a crawl as it grows. Buttons lag, pages take forever to load, and users start bouncing. Sound familiar? Iβve been in that exact spot β debugging performance issues at 2 AM, fueled by coffee and frustration. In this guide, Iβll share battle-tested strategies to optimize React apps, sprinkled with real-world war stories and...
Published on: March 04, 2025 | Source:Integrating Redis With Message Brokers
Let's look at how to integrate Redis with different message brokers. In this article, we will point out the benefits of this integration. We will talk about which message brokers work well with Redis. We will also show how to set up Redis as a message broker with practical code examples, and discuss how to handle message persistence and how to monitor Redis when it is used as a message broker.
Published on: March 04, 2025 | Source:Finding leaked passwords with AI: How we built Copilot secret scanning
Passwords are notoriously difficult to detect with conventional programming approaches. AI can help us find passwords better because it understands context. This blog post will explore the technical challenges we faced with building the feature and the novel and creative ways we solved them. The post Finding leaked passwords with AI: How we built Copilot secret scanning appeared first on The GitHub Blog.
Published on: March 04, 2025 | Source:AI Agents For Automated Claims Processing
Agent-grounded models live for quite some time. They are generally enforced as computer simulations.An AI agent is a software operation that engages with its surroundings, collects information, and utilizes that data to negotiate predefined objectives.AI agents: Are software programs that accomplish jobs autonomously or semi-autonomously Run independently to design, implement, and optimize workflows Have proper...
Published on: March 04, 2025 | Source: