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Our best practices for quickly identifying, resolving, and preventing issues at scale. The post How GitHub engineers tackle platform problems appeared first on The GitHub Blog.
Published on: June 10, 2025 | Source:submitted by /u/DataBaeBee [link] [comments]
Published on: June 10, 2025 | Source:A traditional system maintains its state consistent with respective business rules. When queried, this system provides its current state onlyi.e. where the system is, and no information about howit got there. A simple approach to track the systems’ state evolution (how it got there) is by maintaining history. However, this approach is limited to providing information about state changes only. Moreover, the...
Published on: June 10, 2025 | Source:If you’ve been meaning to learn full-stack web development but don’t know where to start, this new course is a solid way in. Whether you're aiming to get a job in web dev or just want to build your own projects, understanding how the pieces fit toget...
Published on: June 10, 2025 | Source:As software development continues to evolve, companies are reimagining how teams collaborate to build and ship applications. The emergence of cloud development environments (CDEs) has been a major catalyst in this change, offering self‐service platforms that make it easier for developers to spin up resources on demand. Coupled with platform engineering and internal developer portals, these self‐service solutions are...
Published on: June 10, 2025 | Source:From Certification to Chaos You’ve got your first tech job. You’re excited, you’re nervous—and within the first week, you’re confused. Everyone talks about sprints, blockers, Jira, and velocity. But what didn’t they mention in your certification course? Real life doesn’t run by the book. You won’t find answers for every work situation in your Scrum manual or your college lecture notes.
Published on: June 10, 2025 | Source:Protecting database access through strong password policies is a cornerstone of security in any environment. When deploying Oracle databases on AWS RDS, enforcing password complexity is essential, but the approach differs slightly from on-premises Oracle environments. AWS provides two primary ways to enforce password complexity in RDS Oracle: using the standard ORA_STIG_VERIFY_FUNCTION or a custom user-defined...
Published on: June 10, 2025 | Source:Data quality has shifted from a checkpoint to being an operational requirement. As more and more data warehouses become cloud-native, and the complexity of running real-time pipelines increases, data engineers face a non-trivial problem: how to operationalize quality checks without slowing down the velocity of the ETL workflows. “Traditional post-load checks or static rules” do not suffice. Automated validation and...
Published on: June 10, 2025 | Source:Ryan and Ben welcome Tulsee Doshi and Logan Kilpatrick from Google's DeepMind to discuss the advanced capabilities of the new Gemini 2.5.
Published on: June 10, 2025 | Source:at WWMC 2025 Apple announced a Swift package for running Linux containers on MacOS. According to the GitHub repo, The Containerization package allows applications to use Linux containers. Containerization is written in Swift and uses Virtualization.framework on Apple silicon. Containerization provides APIs to: Manage OCI images. Interact with remote registries. Create and populate ext4 file systems. Interact with the...
Published on: June 10, 2025 | Source:A few months ago, I was working on an e-commerce platform that was growing fast. We started with a simple setup - all our microservices talked to one big MySQL database. It worked fine when we were small, but as we scaled, things got messy. Really messy. The breaking point came during a Black Friday sale. Our inventory service needed to update stock levels rapidly, but it was fighting with the order service for...
Published on: June 10, 2025 | Source:Introduction Accessibility (a11y) is not just a feature—it’s a necessity. According to theWorld Health Organization (WHO), more than 1 billion people globally have some form of disability. Ensuring that digital experiences are accessible allows everyone to use and benefit from web applications. Despite its importance, many developers overlook accessibility due to a lack of awareness or perceived complexity. In this...
Published on: June 09, 2025 | Source:You must’ve noticed that large language models can sometimes generate information that seems plausible but isn't factually accurate. Providing more explicit instructions and context is one of the key ways to reduce such LLM hallucinations. That said, have you ever struggled to get an AI model to understand precisely what you want to achieve? Perhaps you've provided detailed instructions only to receive outputs that...
Published on: June 09, 2025 | Source:Back when I was as an engineer at Sun Microsystems, our dev team was co-located. We coded together, ate lunch together, played volleyball—and when the servers went down, we juggled in the hallways waiting for skippy, jif, and peterpan to come back up. (Yes, those were the server names.) Fast forward to today: my PostgreSQL teammates are spread across time zones, countries, & languages. Everything is distributed. If...
Published on: June 09, 2025 | Source:Any form of data that we can use to make decisions for writing code, be it requirements, specifications, user stories, and the like, must have certain qualities. In agile development, for example, we have the INVEST qualities. More specifically, a user story must be Independent of all others and Negotiable, i.e., not a specific contract for features. It must be Valuable (or vertical) and Estimable (to a good...
Published on: June 09, 2025 | Source:Copied intro: I semi-recently played through the original Deus Ex, and enjoyed my time with it so much that I felt like getting into speedrunning it, which ended up with me having to create a custom speedrun timer that “injects” itself into the game in order to implement features such as auto-splitting and load time removal. This article details the rough journey I went through. It’s not super well structured, but I...
Published on: June 09, 2025 | Source:Free Online Utilities May Not Be Safe Using online developer utilities, such as a JSON Viewer, can be incredibly convenient for parsing and visualizing JSON data, but they also come with significant risks. The tool, for instance, often requires users to upload JSON files or paste sensitive data directly into the tool. If the utility operates online without robust security measures, this data could be intercepted or...
Published on: June 09, 2025 | Source:The cloud may be fast…but it nearly slowed us down. When we launched Hathora in 2022, we knew the infrastructure behind multiplayer games was long overdue for reinvention. Studios like EA and Blizzard had built their own complex systems to host game servers, but for most multiplayer game studios, that approach was out of reach. Our goal was to eliminate the barrier with a platform-as-a-service built specifically for...
Published on: June 09, 2025 | Source:Somebody with good taste could’ve made my website, but then it wouldn’t be mine. My website is ugly because I made it — Taylor Troesh I love weird design ideas. Probably because so much of what we need to do as web designers is, appropriately, somewhat serious. We want things to be simple, clear, professional, […]
Published on: June 09, 2025 | Source:An interview of two of the main people in the Colorado OIT. This provides an interesting picture of a project development organization that is effective & efficient. submitted by /u/DavidThi303 [link] [comments]
Published on: June 09, 2025 | Source:Microservices have become the go-to approach for building systems that need to scale efficiently and stay resilient under pressure. However, a microservices architecture comes with many potential points of failure—dozens or even hundreds of distributed components communicating over a network. To ensure your code makes it all the way to the customer without hiccups, you need to design for failure from the start. This is...
Published on: June 09, 2025 | Source:It's usually not the right move to start out immediately with a fully scaled, distributed system for a new project. This is a 3 stage approach we've used over the years to gain agility, cost savings, and efficiency. submitted by /u/71678910 [link] [comments]
Published on: June 09, 2025 | Source:Have you found yourself staring at an entire whiteboard filled with boxes and arrows, pondering whether this would become the next awesome microservices architecture or the worst distributed monolith that ever existed? Same here, and more often than I would like to admit. Last month, I was talking to one of my cofounder friends, and he mentioned, “We have 47 services!” with pride. Then two weeks later, I was going...
Published on: June 09, 2025 | Source:Abstract This study critically examines BharatGen, a government-backed initiative to develop India’s foundational multimodal and multilingual Large Language Model (LLM), as a transformative step towards indigenous Artificial Intelligence (AI). In a landscape dominated by global LLMs, concerns over data sovereignty and underrepresentation of non-English languages have become increasingly salient. This study analyzes...
Published on: June 09, 2025 | Source:Near real-time decision-making systems are critical for modern business applications. Integrating Apache Spark (Streaming) and Drools provides scalability and flexibility, enabling efficient handling of rule-based decision-making at scale. This article showcases their integration through a loan approval system, demonstrating its architecture, implementation, and advantages. Problem Statement Applying numerous rules...
Published on: June 09, 2025 | Source:Learn how to use GitHub Copilot to help review and polish your code. The post GitHub for Beginners: Code review and refactoring with GitHub Copilot appeared first on The GitHub Blog.
Published on: June 09, 2025 | Source:"There is no good or bad code. But how you write it… that makes all the difference.” - Master Shifu The sun had just touched the tips of the Valley of Peace. Birds chirped, the wind whispered tales of warriors, and Po—the Dragon Warrior—was busy trying to write some Java code. Yes, you read that right.
Published on: June 09, 2025 | Source:When I first began working with serverless architectures in 2018, I quickly discovered that my traditional security playbook wasn't going to cut it. The ephemeral nature of functions, the distributed service architecture, and the multiplicity of entry points created a fundamentally different security landscape. After several years of implementing IAM strategies for serverless applications across various industries,...
Published on: June 09, 2025 | Source:Java Development Kit (JDK) 25, a planned long-term support release of standard Java due in September 2025, has reached the initial rampdown or bug-fixing phase with 18 features. The final feature, added June 5, is an enhancement to the JDK Flight Recorder (JFR) to capture CPU-time profiling information on Linux. Early access builds of JDK 25 can be downloaded from jdk.java.net. The features previously slated for JDK 25...
Published on: June 09, 2025 | Source:There are many frameworks available right now to build MCP Agents like OpenAI Agents SDK, MCP-Agent, Google ADK, Vercel AI SDK, Praison AI. But integrating MCP within a React app is still complex. So I created a free guide to do it with just one command using CopilotKit CLI. Here is the command and the docs. npx copilotkit@latest init -m MCP I have covered all the concepts (including architecture). Also showed how to...
Published on: June 08, 2025 | Source:model2vec.swift is a Swift package that allows developers to produce a fixed-size vector (embedding) for a given text such that contextually similar texts have vectors closer to each other (semantic similarity). It uses the model2vec technique which comprises of loading a binary file (HuggingFace .safetensors format) and indexing vectors from the file where the indices are obtained by tokenizing the text input. The...
Published on: June 08, 2025 | Source:I wrote a blog post about handling large-scale log search where exact algorithms are too expensive. Learn how modern systems use probabilistic techniques like Bloom filters and HyperLogLog++ trade small amount of accuracy for massive performance gains with rust code examples. Check it out :) submitted by /u/Duckuks [link] [comments]
Published on: June 08, 2025 | Source:submitted by /u/NobleMission [link] [comments]
Published on: June 08, 2025 | Source:submitted by /u/midowills [link] [comments]
Published on: June 08, 2025 | Source:submitted by /u/Weary-Database-8713 [link] [comments]
Published on: June 07, 2025 | Source: