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Alright, so I just finished what might be the most thorough procrastination project of my career - documenting how to properly break apart a monolithic application. You know those articles that show you beautiful architecture diagrams but leave out all the messy implementation details? Yeah, this is the opposite of that. Built a complete example app and walked through every painful step of the migration. The evolution:...
Published on: July 30, 2025 | Source:Your organization's entire infrastructure moved to the cloud last year, but your security team is still thinking like it's 2015. They're applying traditional network security controls to cloud environments, creating bottlenecks that slow down your deployments and leave massive security gaps. Meanwhile, you're getting blamed when security incidents happen, even though you never had input on the security architecture in...
Published on: July 30, 2025 | Source:One of the most significant shortcomings of the waterfall method is the time it takes to identify functional requirements. We can overcome the shortcomings of the conventional approach to architecture and design inadequacies by using agile architecture. Agile architecture is a direct response to these shortcomings and operates under an iterative process that encourages flexibility, adaptability, and collaboration with...
Published on: July 30, 2025 | Source:The ultimate Git tutorial has been updated (from Git 2.49 to Git 2.50). Previous post from Git 2.47 era introducing What & Why and Features for this tutorial. What & Why: The ultimate tutorial for beginners to thoroughly understand Git, introducing concepts/terminologies in a pedagogically sound order, illustrating command options and their combinations/interactions with examples. This way, learning Git no...
Published on: July 30, 2025 | Source:A recent Bitnami GitHub issue titled "Upcoming changes to the Bitnami catalog (effective August 28th, 2025)" outlines Disable images generation for Debian-based images and gradually move existing ones to a Bitnami Legacy repository. The Bitnami Legacy repository will serve as an archive that will host all older container images. that are no longer maintained in the main Bitnami catalog. These images will not receive...
Published on: July 29, 2025 | Source:Cloud computingis no longer just a technological advantageβit's the foundation of modern software ecosystems. Companies ranging from startups to Fortune 500 giants rely on cloud-native applications to deliver fast, scalable, and resilient services to users across the globe. These applications are typically: Distributed across regions and services Composed of independent microservices or serverless functions Built to...
Published on: July 29, 2025 | Source:Thinking through my experience in working with Deep learning models has been rewarding. From reading raw pixels to powering self-driving cars, CNNs remain the cornerstone of modern visual perception. This article walks through how they work, why they matter, and where they're headed. Why Convolution? Convolution, in a nutshell, is a way of βmixingβ two functions (or two arrays of numbers) so that oneacts as a filter...
Published on: July 29, 2025 | Source:The latest 2025 Gartner Magic Quadrant for Integration Platform as a Service (iPaaS) highlights a transformational shift that's beginning to redefine the future of integration. Once a sector dominated by traditional vendors and service bus-based architectures, the iPaaS space is now undergoing a dramatic evolution β driven by low-code platforms, artificial intelligence (AI), and agentic automation. What was once a...
Published on: July 29, 2025 | Source:No need to bury the lede: more developers are using AI tools, but their trust in those tools is falling.
Published on: July 29, 2025 | Source:In the rapidly evolving landscape of cloud automation and multi-cloud strategies, the secure handling of sensitive data, particularly credentials, has emerged as a paramount concern. Traditional methods of storing long-lived credentials, whether in configuration files, CI/CD pipelines, or dedicated secret managers, introduce significant operational overhead and, more critically, expose organizations to heightened...
Published on: July 29, 2025 | Source:submitted by /u/R_E_T_R_O [link] [comments]
Published on: July 29, 2025 | Source:Introducing the brand new GitHub Podcast: A show dedicated to the topics, trends, stories, and culture in and around the open source developer community on GitHub. The post From first commits to big ships: Tune into our new open source podcast appeared first on The GitHub Blog.
Published on: July 29, 2025 | Source:Building a machine learning (ML) model is both fascinating and complex, requiring careful navigation through a series of steps. The journey from machine learning model development to deployment is the most critical phase in bringing AI to life. A well-trained model, on the right algorithm and relevant data, covers the development stage, then the focus shifts toward deployment. Deploying a machine learning model can be...
Published on: July 29, 2025 | Source:GitHub Copilot is not just a new tool anymore. It's becoming a code productivity accelerator tool. In regulated industries like fintech, where speed must match uncompromising security standards. AI-assisted coding can shift the developer workflow from reactive to proactive. In fintech, where delays can mean failed transactions or regulatory breaches, building performant and secure APIs quickly is mission-critical. This...
Published on: July 29, 2025 | Source:Infrastructure as Code (IaC) was supposed to solve the chaos of cloud operations. It promised visibility, governance, and the ability to scale infrastructure with confidence. But for many teams, the reality is far from ideal. Instead of clarity and control, theyβre dealing with conflicting tools, unmanaged assets, drifting configs, and unpredictable processes.
Published on: July 29, 2025 | Source:Apache Spark is a distributed computing engine that has libraries for building data pipelines using programming APIs, SQL API, and APIs for carrying out tasks that are part of the machine learning life cycle, such as feature engineering, model training, inference, and evaluation. The advantage of SparkML is that it can leverage computing power across the nodes, VMs, or containers to execute computationally and...
Published on: July 29, 2025 | Source:Picture this: you're a cybersecurity pro up against an invisible enemy. Hidden in your network are zero-day exploits, which represent unknown vulnerabilities that await their moment to strike. The time you spend examining logs becomes pointless because the attack might already be causing harm. AI-driven threat hunting emerges as your most valuable new ally. Your network receives a real-time protection system through...
Published on: July 29, 2025 | Source:Ryan welcomes Mahir Yavuz, Senior Director of Engineering at Etsy, to the show to explore the unique challenges that Etsyβs marketplace faces and how Etsyβs teams leverage machine learning and AI to manage product SKUs, enrich inventory metadata, and improve both buyer and seller experiences.
Published on: July 29, 2025 | Source:Navigating the journey from senior engineer to staff engineer can be daunting. Promotions are often confusing, and this particular leap can feel even more ambiguous. As someone who has successfully transitioned to a Staff Engineer role, I want to sha...
Published on: July 28, 2025 | Source:In this article, Iβll walk you through what microcopy is, why it matters more than you think, and how to write effective, empathetic, and high-converting microcopy. Whether you're a designer, writer, or product builder, youβll learn practical tips, r...
Published on: July 28, 2025 | Source:Database seed scripts are pre-written pieces of code that populate your database with initial data, serving as the foundation for a consistent development environment. These files contain structured data that follows real-world scenarios, letting you...
Published on: July 28, 2025 | Source:submitted by /u/haberveriyo [link] [comments]
Published on: July 28, 2025 | Source:In this article I will introduce some of the most useful object-oriented design patterns. Design patterns are solutions to common problems that show up over and over again. These problems will show up in many different contexts but always have the sa...
Published on: July 28, 2025 | Source:Data professionals today are looking for tools that combine speed, ease of use, and flexibility. DuckDB is one such tool that is gaining popularity quickly. It is an embedded SQL OLAP database that lets you run fast analytical queries right inside your Python environment. Whether you are working in a Jupyter notebook or building a local pipeline, DuckDB helps you explore and analyze data efficiently without needing a...
Published on: July 28, 2025 | Source:Empowering 10 million farm families by 2030 to generate $1 billion in new revenue. How GitHub helps One Acre Fundβs mission β driving real impact across Africa. The post Scaling for impact: How GitHub Copilot supercharges smallholder farmers appeared first on The GitHub Blog.
Published on: July 28, 2025 | Source:Cloud computing has completely transformed the way businesses treat their IT infrastructure. With features like scalability, flexibility, and cost savings, cloud computing has become indispensable for organizations of all spheres. However, choosing a cloud provider from the great three playersβMicrosoft Azure, Amazon Web Services, and Google Cloud Platform - against the background of the vast range of services and...
Published on: July 28, 2025 | Source:Travel Tuesday β the tourism industry's answer to Black Friday β can hammer online systems with a tidal wave of transactions in a matter of hours. One minute your platform is humming along at millions of requests; the next, itβs spiking towards billions. Handling this surge is like facing a self-induced DDoS attack, and the question is: can your infrastructure handle the stampede or will it buckle under pressure? As a...
Published on: July 28, 2025 | Source:As machine learning (ML) systems increasingly shape decisions in finance, healthcare, hiring, and justice, questions of fairness are no longer philosophical or peripheral; they're foundational. While model accuracy and performance still dominate technical discussions, they alone donβt guarantee ethical or responsible AI. In fact, a highly accurate model can still be deeply unfair if it's built on biased data or...
Published on: July 28, 2025 | Source:Secure Multi-Tenancy Implementation Guide As a developer who has worked extensively with SaaS applications, I've learned that implementing secure multi-tenancy is one of the most critical aspects of building scalable software-as-a-service platforms. Through my experience, I've compiled this comprehensive checklist to help fellow developers navigate the complexities of multi-tenant architecture while maintaining the...
Published on: July 28, 2025 | Source:submitted by /u/BrewedDoritos [link] [comments]
Published on: July 28, 2025 | Source:Generative AI is transforming how modern applications are built, deployed, and scaled. Developers can now run text summarization within the database using a simple SQL command. Azure Database for PostgreSQL provides an ability to integrate directly with Azure AI services so that the developers have the power to directly use GenAI capabilities into their own data layer, streamlining workflow, automating the insights,...
Published on: July 28, 2025 | Source:Docker is a cornerstone for the cloud industry, well-known for running container-based workloads. And the newest addition to their armoury is Docker Model Runner, which takes running models on your desktop to a whole new level. So,let'sdive in and explore what a model runner is and how it simplifies local development with LLMs. The first thing I love about the Docker model runner is that you can package models as Open...
Published on: July 28, 2025 | Source:The AI Testing Revolution Microsoftβs Model Context Protocol (MCP) signifies a paradigm shift in how AI agents engage with applications and services. Recently announced as a foundational component of Windows 11βs βagentic OSβ at Microsoft Build 2025, MCP offers a standardized framework for AI agents to connect with native applications, enabling seamless orchestration across local and remote services (Microsoft, 2025a)....
Published on: July 28, 2025 | Source:DevOps Research and Assessment (DORA) metrics came into play when businesses needed a clear way to measure the performance of DevOps teams. Before this, software developers and operational managers were working independently, which resulted in slower deployments and increased risk rates. With the help of DORA metrics, businesses can have a look at detailed insights about which software team needs attention and what the...
Published on: July 28, 2025 | Source:Artificial intelligence has very quickly become a standard part of the software we use every day. In fact, research shows that73% of companiesin the U.S. are already using AI in some capacity, and this trend isn't showing any signs of slowing down. As AI's capabilities grow, so does the importance of thinking about how to use it ethically. The main challenge for developers and companies is to find the right balance...
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