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In the world of software engineering, we’re constantly racing against the clock—deadlines, deployments, and decisions. In this rush, testing often gets sidelined. Some developers see it as optional, or something they’ll “get to later.” But that’s a costly mistake. Because just like documentation, testing is a long-term investment—one that pays off in quality, safety, and peace of mind. Testing is crucial. It’s about...
Published on: April 24, 2025 | Source:What to look for with each model and how to test them in your workflows—with tips, tricks, and pointers. The post A guide to deciding what AI model to use in GitHub Copilot appeared first on The GitHub Blog.
Published on: April 24, 2025 | Source:Monitoring containerized applications in Kubernetes environments is essential for ensuring reliability and performance. Azure Monitor Application Insights provides powerful application performance monitoring capabilities that can be integrated seamlessly with Azure Kubernetes Service (AKS). This article focuses on auto-instrumentation, which allows you to collect telemetry from your applications running in AKS without...
Published on: April 24, 2025 | Source:When you’re doing a penetration test, your first job is to understand the target. Before you touch a single exploit or send a single payload, you need to know what services are running, what ports are open, what technologies are in play, and where th...
Published on: April 24, 2025 | Source:The field of AI has advanced at a breathtaking pace, and reinforcement learning (RL) is now fast emergingas the leading paradigm for the development of intelligent AI agents. You makeRL much more powerful when correctly combined with multi-agent systems. That enables agents to compete, coordinate, and train in dynamic environments. This article introduces the concept of reinforcement learning inbuilding AI agents, and...
Published on: April 24, 2025 | Source:If you're working with Django and writing queries, chances are you’ve bumped into a situation where you need to combine filters in a way that’s just... not straightforward. Maybe you're trying to search for users with a username or an email that matc...
Published on: April 24, 2025 | Source:In the rapidly evolving world of Artificial Intelligence (AI), having a working model is not enough. What really matters lies in optimizing that model to perform efficiently across a multitude of scenarios. Performance optimization plays a vital role in unlocking the full potential of your AI system, whether you are fine-tuning hyperparameters, refining your data pipeline, or leveraging advanced evaluation metrics....
Published on: April 24, 2025 | Source:In this episode of Leaders of Code, we chat with guests from Lloyds Banking Group about their focus on engineering excellence and the need for organizations to adapt to new technologies while ensuring customer safety and meeting their expectations.
Published on: April 24, 2025 | Source:I was digging around for a better way to run tests using AI in CI and I stumbled across this new open source project called Aethr. Never heard of it before, but it’s super clean and does what I’ve been wanting from a test runner. It has its own CLI and setup that feels way more lightweight than what I’ve dealt with before. Some cool stuff I noticed: Test are set up entirely through natural language Zero-config startup...
Published on: April 23, 2025 | Source:With the rampant development and release of AI models every few days, ML engineers are expected to conduct comprehensive experiments with different models to choose the best-performing one. However, this is often not a straightforward process — it requires both art and structured methodology. Modifying the underlying prompts while ensuring best practices is a key challenge that is often not discussed much. Moreover,...
Published on: April 23, 2025 | Source:Since the software industry is evolving at an incredibly fast speed, there have been many developments in terms of frameworks and different component libraries to enhance the performance, functionalities, and features of applications. And the name Node.js has come among the top ones as it has taken the app development world by storm. Just to clarify, Node.js is not a framework, but it is an open-source JavaScript...
Published on: April 23, 2025 | Source:In the field of big data analytics, Apache Doris and Elasticsearch (ES) are frequently utilized for real-time analytics and retrieval tasks. However, their design philosophies and technical focuses differ significantly. This article offers a detailed comparison across six dimensions: core architecture, query language, real-time capabilities, application scenarios, performance, and enterprise practices. 1. Core Design...
Published on: April 23, 2025 | Source:These days, everyone wants to be a content creator. But it can be hard to find time to create and curate content, post on social media, build engagement, and grow your brand. And I’m not an exception to this. I wanted to create more content, and had ...
Published on: April 23, 2025 | Source:JavaScript arrays are one of the most essential tools in any developer’s toolkit. Whether you're managing lists of items, transforming data, or creating complex data pipelines, arrays play an important role in how we build and think about application...
Published on: April 23, 2025 | Source:Microservices architecture has gained significant popularity due to its scalability, flexibility, and modular nature. However, with multiple independent services communicating over a network, failures are inevitable. A robust failure-handling strategy is crucial to ensure reliability, resilience, and a seamless user experience. In this article, we will explore different failure-handling mechanisms in microservices and...
Published on: April 23, 2025 | Source:An Artificial Intelligence (AI) model, despite going through constant and rigorous training, may not function as intended. It is important to observe strict and continuous evaluations to measure its accuracy and reliability in real-world applications. Assessing key metrics such as precision, recall, and F1-score allows the AI model to apply its learned patterns across different datasets successfully. Without sufficient...
Published on: April 23, 2025 | Source:Similar to my last post, I was reading a lot about OIDC and created this explanation. It's a mix of the best resources I have found with some additions and a lot of rewriting. I have added a super short summary and a code example at the end. Maybe it helps one of you :-) This is the repo. OIDC Explained Let's say John is on LinkedIn and clicks 'Login with Google'. He is now logged in without that LinkedIn knows his...
Published on: April 23, 2025 | Source:See how I built a developer-focused landing page in under 30 minutes using GitHub Copilot agent mode and Claude 3.5 Sonnet—with just screenshots and prompts. The post From prompt to production: Building a landing page with Copilot agent mode appeared first on The GitHub Blog.
Published on: April 23, 2025 | Source:An Introduction to DevOps and AI Integration DevOps is this awesome mix of teamwork and tech that’s all about getting software developers and IT operations on the same page. It’s less about silos and more about chatting openly, working together, and using automation to pump out top-notch software faster than ever. In today’s wild, fast-moving digital world, DevOps is your ticket to staying ahead, cranking out products...
Published on: April 23, 2025 | Source:I recently wrote an in-depth article exploring the hidden risks of using AI-generated code from tools like ChatGPT, Copilot, and Cursor. While they massively boost productivity, they often introduce critical security flaws, bad dependencies, and untested logic—especially for developers unfamiliar with secure coding. In the post, I break down real-world examples (like SQL injection and MD5 misuse), discuss why AI can’t...
Published on: April 23, 2025 | Source:An update on recent launches and the upcoming roadmap
Published on: April 23, 2025 | Source:In a previous article, we explored how to use Ollama and DeepSeek-R1 with SingleStore for a simple example. In this article, we'll build on that example by working with a PDF document from the internet. We'll store the document and its vector embeddings in SingleStore, then use DeepSeek-R1 to identify blockchain investment opportunities. The notebook file used in this article is available on GitHub.
Published on: April 23, 2025 | Source:Changing a superuser password in Django might sound like a big task, but it’s one of the easiest things to do once you know how. If you’re working on a Django project – whether it’s a hobby blog, a client’s website, or a bigger web application – mana...
Published on: April 23, 2025 | Source:A bug in GTA San Andreas lay dormant for over 20 years, until an unrelated change in Windows 11 24H2 triggered it. This is a deep dive into how a simple coding mistake erased all seaplanes from the game and made them completely unusable. submitted by /u/CookiePLMonster [link] [comments]
Published on: April 23, 2025 | Source:Welcome back to the third — and final — installment in our series on how to work with the curses library in Python to draw with text. If you missed the first two parts of this programming tutorial series — or if you wish to reference the code contained within them — you can read them here: "Python curses, Part 1: Drawing With Text" "Python curses, Part 2: How to Create a Python curses-Enabled Application" Once...
Published on: April 23, 2025 | Source:In software engineering, we have a lot of tools—tens or hundreds of different tools, products, and platforms. We have SQL DBs, we have NoSQL DBs with multiple subtypes, we have queues, data streaming platforms, caches, orchestrators, cloud, cloud versions of all the previous. We have enough .... In this article, I want to describe a “basic” modern stack that will allow you to build robust and scalable systems. They are...
Published on: April 23, 2025 | Source:I have always been drawn to the JavaScript literal object. It is expressive, compact, and readable, if only there was a way to execute it. But JavaScript didn’t guarantee property order for a long time, until ES2015, which finally made the order predictable. It also introduced the shorter method syntax. This made the object literal more powerful and even more compact. This inspired the core idea behind TargetJS:...
Published on: April 22, 2025 | Source:Hey all, I’ve been working on organizing Python libraries by what people actually want to build — stuff like web apps, data science, automation, AI, etc. Hope it help y'all submitted by /u/Ok_Pressure9758 [link] [comments]
Published on: April 22, 2025 | Source:This is a free bi-weekly newsletter with interesting topics in software development I have read. I would appreciate it if you shared some thoughts and feedback about it here. submitted by /u/abduvik [link] [comments]
Published on: April 22, 2025 | Source:Artificial Intelligence (AI) brings fundamental changes to healthcare, finance, manufacturing and customer service through automatic information processing and data-driven insights that lead to smarter business decisions. Artificial learning systems and machine learning models power this shift, identifying patterns and large datasets even without direct human intervention. In order to enhance AI models and optimize...
Published on: April 22, 2025 | Source:submitted by /u/notarealoneatall [link] [comments]
Published on: April 22, 2025 | Source:I’ve been experimenting with Cursor as a development tool, and it’s been surprisingly helpful in my day-to-day workflow. It’s not just that it writes code — it understands context, offers suggestions in the right moments, and even anticipates what I’m about to do next. When I saw the announcement about the Heroku MCP Server, I got curious. Could I use Cursor to go beyond just writing code, and actually build and deploy...
Published on: April 22, 2025 | Source:Software engineers love to ship. There’s something exhilarating about writing code, pushing it to production, and watching it solve real-world problems. But in the rush to build, we often overlook one of the most powerful tools in our engineering toolbox: documentation. Documentation isn’t just about writing things down. It’s about building a system that others can understand, improve, and trust — even when the...
Published on: April 22, 2025 | Source:Understanding artificial intelligence (AI) and machine learning (ML) is becoming essential for software developers. But to truly grasp how these technologies work, it’s important to understand the core concepts and terminology that form their foundat...
Published on: April 22, 2025 | Source:Discover practical tips and tricks for forming effective GraphQL queries and mutations. The post Exploring GitHub CLI: How to interact with GitHub’s GraphQL API endpoint appeared first on The GitHub Blog.
Published on: April 22, 2025 | Source: