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A Pulse on Generative AI Today: Navigating the Landscape of Innovation and Challenges
Editor's Note: The following is an article written for and published in DZone's 2025 Trend Report,Generative AI: The Democratization of Intelligent Systems. Generative AI (GenAI) has become a transformative force, redefining how machines generate, retrieve, and process information across industries. This article explores its rapid evolution, highlighting key breakthroughs, industry applications, and emerging trends....
Published on: March 21, 2025 | Source:
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An AI future free of slop
Stack Overflow CEO Prashanth Chandrasekar sat down with Ryan at HumanX 2025 to talk about how Stack is integrating AI into its public platform, the enormous importance of a high-quality knowledge base in your AI journey, how AI tools are empowering junior developers to build better software, and much more.
Published on: March 21, 2025 | Source:The Road Not Taken is Guaranteed Minimum Income
The dream is incomplete until we share it with our fellow Americans.
Published on: March 20, 2025 | Source:Sharing My C Learning Journey β A GitHub Repo for Notes & Experiments
Hey, I recently started learning C and decided to document my journey in a GitHub repository. The goal is to keep track of key concepts, experiments, and any useful insights I pick up along the way. I thought it might be helpful for others who are also learning C, and I'd love to get feedback or suggestions on how to improve it! Repo link: my c journey submitted by /u/Money-Suggestion5310 [link] [comments]
Published on: March 20, 2025 | Source:Serverless Kubernetes: The Rise of Zero-Management Container Orchestration
I still remember the day our CTO walked into the engineering huddle and declared, "We're moving everything to Kubernetes." It was 2017, and like many teams caught in the container hype cycle, we dove in headfirst with more excitement than wisdom. What followed was a sobering 18-month journey of steep learning curves, 3 AM incident calls, and the gradual realization that we'd traded one set of operational headaches for...
Published on: March 20, 2025 | Source:[Part-1] Text to Action: Build a Smart Calendar AI Assistant
Welcome to the βText to Actionβseries, where we build intelligent systems that transform natural language into real-world actionable outcomes using AI. To understand the concept better, letβs start simple by building a Smart Calendar AI Assistant. Soon, weβll tackle more complex challenges β from smart home control to document automation β as we master the art of turning words into actions.
Published on: March 20, 2025 | Source:Grounding Gemini With Google Search and Other Data Sources
When you only have a few data sources (e.g., PDFs, JSON) that are required in your generative AI application, building RAG might not be worth the time and effort. In this article, I'll show how you can use Google Gemini to retrieve context from three data sources. I'll also show how you can combine the context and ground results using Google search. This enables the end user to combine real-time information from Google...
Published on: March 20, 2025 | Source:Learn ANY Language with AI
Learning a new language can feel overwhelming, but what if you had an intelligent, always-available language tutor to help? With AI-powered tools like ChatGPT and DeepSeek, you can improve your fluency, enhance your vocabulary, and practice real-worl...
Published on: March 20, 2025 | Source:Build a Full Stack AI Note Taking App with Next.js and Supabase
Taking notes is a fundamental skill for staying organized, whether you're a student, professional, or developer. But what if your notes could do more than just store information? Imagine having an intelligent note-taking app that allows you to organi...
Published on: March 20, 2025 | Source:Multimodal AI: Beyond Single Modalities
Artificial intelligence (AI) has progressed significantly from the time of unimodal systems to the more advanced multimodal systems, incorporating information from many different sources. Although unimodal AI has done a good job-solving problems such as language processing or image recognition, issues related to more complex situations in the real world will always comprise a larger data type than one. Since more than...
Published on: March 20, 2025 | Source:Mistakes That Django Developers Make and How To Avoid Them
There is no doubt that Python is one of the most popular programming languages. Furthermore, it offers frameworks like Django and Flask. But Django is the most famous among Python developers as it helps them with a rapid development process and pragmatic design. For example, the Object Relational Mapping tool (ORM), routing, and templating features make things easier for developers. But despite these powerful features,...
Published on: March 20, 2025 | Source:System Design Interview: Building an AI Job Aggregator
In this article, I walk through the system design of an AI-powered job aggregator I built to aggregate IT job postings in Macedonia, structured like a system design interview. submitted by /u/andrea_m2000 [link] [comments]
Published on: March 20, 2025 | Source:Migrating from React Router v5 to v6: A Comprehensive Guide
React Router remains a foundational library for routing in React applications, facilitating navigation between different components and handling URL changes elegantly. With the release of React Router v6, several significant changes have been introduced that improve the libraryβs performance, flexibility, and developer experience.
Published on: March 20, 2025 | Source:Build Multimodal RAG Apps With Amazon Bedrock and OpenSearch
Scenario Customer support tickets with screenshots, technical documentation with diagrams, and a mountain of legacy PDFs β all containing valuable information, but impossible to query efficiently. "There has to be a better way," I thought. That's when I dove headfirst into the world of multimodal retrieval-augmented generation (RAG).
Published on: March 20, 2025 | Source:Playwright Fixtures vs POM: Which One Should You Choose?
Playwright fixtures and traditional Page Object Models (POM) are both used in test automation, but they serve different purposes and can be integrated for better results. Playwright fixtures help set up and manage test environments, while POM organizes page interactions. In Playwright, you can use fixtures to handle POM instances, making tests cleaner and more maintainable.
Published on: March 20, 2025 | Source:World Water Day: how GitHub Copilot is helping bring clean water to communities
From simplifying the workflow of a developer to having an impact on the global water crisis, technology and AI are reshaping the way charity: water works. The post World Water Day: how GitHub Copilot is helping bring clean water to communities appeared first on The GitHub Blog.
Published on: March 20, 2025 | Source:How Python Magic Methods Work: A Practical Guide
Have you ever wondered how Python makes objects work with operators like + or -? Or how it knows how to display objects when you print them? The answer lies in Python's magic methods, also known as dunder (double under) methods. Magic methods are spe...
Published on: March 20, 2025 | Source:Patch Management in the Age of IoT: Challenges and Solutions
In a closely connected world, the Internet of Things (IoT) is already a familiar brand for people. However, the use of such many devices is likely to increase the risk of attack.This is why good patch management is so important. It implies the execution of a set of procedures for acquiring, installing, and supporting operating systems and other software. In this blog, the issues and opportunities concerning patch...
Published on: March 20, 2025 | Source:A comparison of ecosystems in Big Tech vs The Real World
I wrote up a post about my experiences coming back from a long, long journey as an engineer in Big Tech (Google, specifically), back to the "real world". What's it like developing after almost two decades away? How does the freedom of the real world compare with the control and mandatory migrations of Big Tech, and what are the outcomes of that? This is perhaps the first of several posts looking at several aspects of...
Published on: March 20, 2025 | Source:Tackling Multidomain Integration in Software Development
Multidomain integration is becoming a cornerstone of modern software development, bridging technologies like blockchain, biotech, and consumer applications. These cross-domain projects are no longer optional β they are the future of innovation. However, combining such diverse systems presents unique challenges. Let me share practical strategies to help you approach cross-domain integration with confidence. In this...
Published on: March 20, 2025 | Source:Personalized Product Recommendations in E-Commerce Using ML
As a multidisciplinary field, data mining focuses on uncovering hidden patterns within data sets, with machine learning serving as a key approach in this exploration. Machine learning, a branch of data science, is devoted to creating algorithms that can learn from data and make accurate predictions. The growth of e-commerce has led to an overwhelming amount of information for users, often making it difficult to locate...
Published on: March 20, 2025 | Source:FaunaDB is shutting down! Here are 3 open source alternatives to switch to
Hi, In their recent announcement, Fauna team revealed they'll be shutting down the service on May 30, 2025. The team is committed to open sourcing the technology, so that's great. Love that recent trend where companies share the code after they've shut down the service (eg. Maybe, Campfire and now Fauna). If you're affected by this and don't want to wait for them to release the code, I've compiled some of the best...
Published on: March 20, 2025 | Source:Mnemosyne: a Java cache library
Hello everyone! I had been working on a cache-library for a while, and I wanted to share the results with you. Mnemosyne works with spring-based applications so far, but a Quarkus integration is coming soon. There is one thing that makes this cache-library somewhat special: it uses a Value Pool for all cached object types so multiple caches can be updated at the same time by just a single update. Implementations of LRU...
Published on: March 20, 2025 | Source:Memory Management in Couchbaseβs Query Service
In Couchbase, memory management in the Query Service is key to keeping the service efficient and responsive, especially as the service handles an increasing number of queries simultaneously. Without proper memory management, things can go awry β greedy queries can hog memory, and the combined memory usage of multiple concurrent queries can overwhelm the service, leading to degraded performance. Fortunately, the Query...
Published on: March 19, 2025 | Source:Serverless Sign-In Solution Based on Next.js on CloudFare
If you would like to run your own solution without any costs and get familiar with serverless architecture, I'd encourage you to look at CloudFare. Recently, I tried to assemble all the pieces together to makethe Next.jsapplication authorization work onCloudflareand faced a lot of issues. Provided examples on the official site and demos on other sources were working only partially. After some digging and combining the...
Published on: March 19, 2025 | Source:Code Positioning System (CPS): Giving LLMs a GPS for Navigating Large Codebases
Hey everyone! I've been working on a concept to address a major challenge I've encountered when using AI coding assistants like GitHub Copilot, Cody, and others: their struggle to understand and work effectively with large codebases. I'm calling it the Code Positioning System (CPS), and I'd love to get your feedback! (Note: This post was co-authored with assistance from Claude to help articulate the concepts clearly...
Published on: March 19, 2025 | Source:Why Security Audits Are Important
In this digital world, companies rely on the latest technology to run their businesses, and the risk of cyber attacks is high. Every product, whether itβs software or an application, should go through some sort of security testing process. These chec...
Published on: March 19, 2025 | Source:Decrypting Encrypted files from Akira Ransomware (Linux/ESXI variant 2024) using a bunch of GPUs -- "I recently helped a company recover their data from the Akira ransomware without paying the ransom. Iβm sharing how I did it, along with the full source code."
submitted by /u/throwaway16830261 [link] [comments]
Published on: March 19, 2025 | Source:AI-Powered Observability With OpenTelemetry and Prometheus
When it comes to customer satisfaction, providing excellent service isnβt optional anymore β itβs essential for success. With this, traditional monitoring tools are struggling to keep up as IT systems grow more complex with microservices, dynamic setups, and distributed networks. At the next level, the concept of observability is introduced, whereby people become aware of it as a solution. Besides, as AI technology...
Published on: March 19, 2025 | Source:Video: How to create checklists in Markdown for easier task tracking
Ever wondered how to create checklists in your GitHub repositories, Issues, and PRs? Make task lists more manageable in your GitHub repositories, issues, and pull requests. The post Video: How to create checklists in Markdown for easier task tracking appeared first on The GitHub Blog.
Published on: March 19, 2025 | Source:Building an Agentic RAG System from Scratch
In this post, weβll explore the concept of Agentic RAG, its architecture, and why this powerful combination is reshaping the future of AI systems. Plus, weβll walk through implementing a basic version of an Agentic RAG system from scratch! What Is RAG and Agentic RAG? To start, let's clarify what RAG is. Retrieval-augmented generation(RAG) is a technique that enhances LLMs by connecting them to external data sources,...
Published on: March 19, 2025 | Source:Stream Gatherers: Intro to Intermediate Operations Modeler
Java is a programming language with many language features, specifications, and APIs. Even among experienced Java developers, being aware of all of these is quite rare. If a study were conducted, we might come across Java developers who have never worked with Threads, never used JPA, or never developed custom annotations. However, is there a Java developer who has worked with Java 8 or later but has never used the...
Published on: March 19, 2025 | Source:OpenAI vs Ollama Using LangChain's SQLDatabaseToolkit
Disclaimer The stock data used in this article is entirely fictitious. It is purely for demo purposes. Please do not use this data for making any financial decisions. In a previous article, we saw the benefits of using Ollama locally for a RAG application. In this article, we'll extend our evaluation of Ollama by testing natural language (NL) queries against a database system, using LangChain's SQLDatabaseToolkit. SQL...
Published on: March 19, 2025 | Source:How to Write Effective Prompts for AI Agents using Langbase
Prompt engineering isnβt just a skill these days β it gives you an important competitive edge in your development. In 2025, the difference between AI agents that work and those that donβt comes down to how well theyβre prompted. Whether youβre a deve...
Published on: March 19, 2025 | Source:Designing and Maintaining Event-Driven Architectures
Event-driven architecture (EDA) gives your system the ability to receive and respond to changes in real time, making it easier to scale. Decoupling components is the core theme of EDA, which makes it flexible, allowing it to scale asynchronously based on events. This approach makes systems reactive, scalable, and resilient to failures. Designing and maintaining, like any other large-scale framework, requires deep...
Published on: March 19, 2025 | Source: