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QEBIT β Quantum-inspired Entropic Binary Information Technology (Update Post)
Update: This README and project represent a major update compared to the last Reddit post. It is intended for direct use in a future public GitHub repository, and is written to be clear and informative for both new and returning readers. It includes new features like self-healing, time-travel debugging, archive agents, advanced roles, and significant performance and robustness improvements. See the comparison section...
Published on: July 07, 2025 | Source:
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A Software Engineerβs Guide to Thrive in Gen AI Era: Master It or Fade Out
Gen AI is everywhere, seriously shaking things up in our world, and having expertise in this technology has become a critical skill for landing job interviews. According to this Gartner report, global spending on Gen AI is expected to reach $644 billion in 2025 (76.4% increase from 2024). It also notes that despite high failure rate for Gen AI PoCs (proof-of-concept), foundation model providers continue to pour...
Published on: July 07, 2025 | Source:React is a Fractal of Caching with Metastatic Mutability
The title is bold, perhaps offensive, but I believe also acurate and insightful. The React stuggle is real, but maybe it isn't entirely your fault; maybe React has a serious design flaw from which much difficulty arises. I don't know. Read the article, and tell me what you think. submitted by /u/bdjnk [link] [comments]
Published on: July 07, 2025 | Source:What is GitOps: A Full Example with Code
Quick note: I have posted this article about what GitOps is via an example with "evolution to GitOps" already a couple days ago. However, the article only addressed push-based GitOps. You guys in the comments convinced me to update it accordingly. The article now addresses "full GitOps"! :) submitted by /u/trolleid [link] [comments]
Published on: July 07, 2025 | Source:Getting creative with Coding Challenges
An experiment to level up your coding skills on Stack Overflow, while learning in a space that welcomes creative problem-solving. Discover how we built it.
Published on: July 07, 2025 | Source:Tracing Stratosharkβs Roots: From Packet Capture to System Call Analysis
The journey that led to the creation of open-source Sysdig and Falco traces its roots to packet captureβa domain where many of the original developers had honed their expertise over the years. This deep connection to network traffic analysis, combined with inspiration from technologies like BPF, libpcap, tcpdump, and Snort, laid the groundwork for innovations that extended packet capture principles into the evolving...
Published on: July 07, 2025 | Source:The QA Paradox: To Save Artificial Intelligence, We Must Stop Blindly Trusting DataβAnd Start Trusting Human Judgment
Artificial Intelligence is undoubtedly driving a generational shift in our current society. However, excessive reliance on data can threaten its credibility and introduce risks. Generative AI models produce convincingly erroneous information (Farid, 2024; NewsGuard, 2025), while biased algorithms perpetuate and amplify societal inequalities (AIMultiple, 2024; UN Women, 2025). This reliance on dataβAIβs greatest...
Published on: July 07, 2025 | Source:Top Load Balancing Algorithms: Choosing the Right Strategy
Modern software applications need load balancing as an essential component when they expand across distributed systems and containerized environments and microservices architecture. The application system provides consistent user service through load balancing even when traffic increases or servers become unavailable. Different load balancing strategies demonstrate varying levels of quality. The selection of a suitable...
Published on: July 07, 2025 | Source:How to Work with React Forms So They Don't Break Your Brain
If youβve ever built a form in React and felt like the input fields had a mind of their own, youβre not alone. One minute your form is working fine, the next youβre staring at a blank input that wonβt update. Or React throws a warning like βA compone...
Published on: July 07, 2025 | Source:How to Build Production-Ready Full Stack Apps with the MERN Stack
As developers, weβre always looking for more efficient tools. The MERN stack (MongoDB, Express.js, React, and Node.js) stands out for its JavaScript-centric nature, offering a unified language across the entire application. In this guide, you'll buil...
Published on: July 07, 2025 | Source:Deploy Serverless Lambdas Confidently Using Canary
Releasing software quickly and safely is tough, but itβs becoming a basic expectation. The right setup can help teams deliver faster without losing reliability. AWS Lambda,a popular serverless compute service, combined with continuous deployment practices and canary release strategies, allows teams to deploy changes frequently while minimizing risk. This article explores the importance of continuous deployment,...
Published on: July 07, 2025 | Source:Stop Building Monolithic AI Brains, Build a Specialist Team Instead
Youβve been there. Youβve got a killer app idea, and you want to sprinkle in some AI magic. The first instinct? Build a single, massive AI modelβa "genius brain" that can handle anything a user throws at it. But let's be real, as soon as things get even a little complex, that approach starts to fall apart. Your "genius" model becomes a jack-of-all-trades and a master of none. It gets confused, it becomes a massive...
Published on: July 07, 2025 | Source:Orchestrating Edge Computing with Kubernetes: Architectures, Challenges, and Emerging Solutions
Edge computing has emerged as a transformative approach to handle data processing closer to the data source rather than relying on centralized cloud infrastructures. This is particularly important for real-time applications that demand low latency, higher bandwidth efficiency, and more autonomy in operations. Kubernetes, an open-source container orchestration platform, has revolutionized how applications are deployed...
Published on: July 07, 2025 | Source:A tool for complete beginners
Hey everyone! I just released a new tool called PyChunks, and itβs built to make life easier for anyone starting out with Python. Whether youβre new to coding or just want a frictionless way to experiment with code, PyChunks aims to remove all the annoying setup steps that usually get in the way. What My Project Does PyChunks is a lightweight, standalone Python runner that lets you write and execute Python code...
Published on: July 07, 2025 | Source:Day 5: Mastering Pipe and Map in RxJS β Transforming Your Streams
submitted by /u/MysteriousEye8494 [link] [comments]
Published on: July 06, 2025 | Source:C3 0.7.3 released - improvements and bug fixes
A sample of improvements type / typeid equivalence: it's possible to use a constant typeid instead of type in a lot more places now, requiring fewer typeid -> type conversions, which improves readability. $evaltype which turned a string into a type now merged into $typefrom which is the one that turns a typeid into a type. Type inference through && (taking a reference to a temporary), allowing Foo* f =...
Published on: July 06, 2025 | Source:Tracing the roots of the 8086 instruction set to the Datapoint 2200 minicomputer
submitted by /u/GwanTheSwans [link] [comments]
Published on: July 06, 2025 | Source:Why do software teams slow down as they grow? (Observation and opinionated piece)
Iβve worked on a bunch of teams where things started off great, with fast progress and lots of laughs, but then slowly got bogged down as the team grew. I tried to put together an honest list of what actually makes software teams grind to a halt: dominance, fake harmony, speed traps, and so on. Some of it is my own screw-ups. Curious if others have seen the same. Is there a way to avoid this, or is it just part of...
Published on: July 05, 2025 | Source:A Structured Notion-Based Roadmap for Learning Backend Engineering at Scale
Hey everyone Iβm a software engineer in India with ~2 years of experience, currently grinding hard for backend FAANG and high-growth startup roles. To stay structured, I built a Notion-based study system with detailed breakdowns of every core backend & system design topic I'm learning. Topics Iβve covered so far: Java, Spring Boot, Hibernate, Maven System Design: LLD + HLD, Microservices, Kafka DevOps: Docker,...
Published on: July 05, 2025 | Source:QEBIT - Quantum-inspired Entropic Binary Information Technology (Update AGAIN)
The Journey This project started as a Python implementation with heavy mock Qiskit integration. After realizing the limitations of simulated quantum behavior, I completely rebuilt it from scratch with native Qiskit integration, following advice from Reddit user Determinant who emphasized the importance of real quantum integration over reinventing the wheel. While it's still simulated quantum behavior (not running on...
Published on: July 05, 2025 | Source:Wrote a Guide on Docker for Beginners with a FastAPI Project
Getting your code to run everywhere the same way is harder than it sounds, especially when dependencies, OS differences, and Python versions get in the way. I recently wrote a blog on Docker, a powerful tool for packaging applications into portable, self-contained containers. In the post, I walk through: Why Docker matters for consistency, scalability, and isolation Key concepts like images, containers, and registries...
Published on: July 04, 2025 | Source:WebAssembly (Wasm) and AI at the Edge: The New Frontier for Real-Time Applications
In the fast-moving digital world, users demand instant responses and smarter technology on every device they use. This demand is pushing for advancement to faster, secure, and efficient computing techniques. Two technologies are coming to the fore as powerful solutions β WebAssembly (Wasm) and artificial intelligence at the edge (Edge AI) β redefining the ways real-time applications are built and deployed. WebAssembly...
Published on: July 04, 2025 | Source:Modernizing Apache Spark Applications With GenAI: Migrating From Java to Scala
If you're working on big data projects using Spark, you've likely come across discussions within your team about Java vs. Scala vs. Python, along with comparisons in terms of implementation, API support, and feasibility. These technologies are typically chosen on a case-by-case basis depending on the specific use case. For example, data engineering teams often prefer to use Scala over Java because of:
Published on: July 04, 2025 | Source:Are Traditional Data Warehouses Being Devoured by Agentic AI?
From a technical architecture perspective, I believe this wave of AI will profoundly reshape the entire software ecosystem. DSS systems are designed around the logic of human decision-making as the ultimate consumer. However, with the advent of the Agentic AI era, the final "consumer" is more likely to be an agent. This will lead to a complete redesignβor even eliminationβof traditional data warehouses and complex ETL...
Published on: July 04, 2025 | Source:Ship tools as standalone static binaries
After Open AI decided to rewrite their CLI tool from Type Script to Rust, I decided to post about why static binaries are a superior end-user experience. I presumed it was obvious, but it seems it isn't, so, I wrote in detail about why tools should be shipped as static binaries submitted by /u/ashishb_net [link] [comments]
Published on: July 04, 2025 | Source:Event Storming Workshops: A Closer Look at Different Approaches
Event Storming serves as a strategic approach to gain a comprehensive understanding of the business domain, aiming to unveil as many uncertainties and complexities as possible prior to initiating design and implementation. Each phase of this process demands varying degrees of detail and breadth of information. At times, a broad overview suffices, while certain scenarios necessitate an in-depth exploration of the...
Published on: July 04, 2025 | Source:The Shift to Open Industrial IoT Architectures With Data Streaming
Operational Technology (OT) has traditionally relied on legacy middleware to connect industrial systems, manage data flows, and integrate with enterprise IT. However, these monolithic, proprietary, and expensive middleware solutions struggle to keep up with real-time, scalable, and cloud-native architectures. Just as mainframe offloading modernized enterprise IT, offloading and replacing legacy OT middleware is the...
Published on: July 04, 2025 | Source:Leveraging AI: A Path to Senior Engineering Positions
As I sit here, reflecting on my past experiences as a software engineer, I am reminded of the countless hours spent trying to streamline the development processes and improve productivity for the team. It's an issue that plagues many of us, but one that I believe can be addressed with the help of AI agents. I clearly remember when I first encountered AI agents - I was skeptical, to say the least. But as I delved into...
Published on: July 04, 2025 | Source:How Predictive Analytics Became a Key Enabler for the Future of QA
In recent years, software development has experienced significant growth and increased emphasis on quality. For instance, conventional software testing has primarily been mechanical, where defects are detected and corrected during testing. Although this method has been used for some time and has been somewhat helpful, it has been considered unsuitable in the current context of derivation, integration, and frequent...
Published on: July 04, 2025 | Source:From freeCodeCamp to NASA with Data Engineer Joe Hill [Podcast #178]
On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Joe Hill. He's a software engineer who works on a data platform for NASA. Joe taught himself programming for 4 years while working as a janitor. As the single fath...
Published on: July 04, 2025 | Source:The Evolution of Software Integration: How MCP Is Reshaping AI Development Beyond Traditional APIs
As software engineers, we've spent years mastering the art of API integration. We've wrestled with REST endpoints, debugged authentication flows, and built countless adapters to make disparate systems talk to each other. But as artificial intelligence transforms from experimental technology to production necessity, we're witnessing a fundamental shift in how software systems need to communicate. The API Foundation: A...
Published on: July 04, 2025 | Source:Build a Google Calendar Clone with PHP, MySql & JavaScript
Building something from scratch using just PHP, MySQL, JavaScript, HTML, and CSS is one of the best ways to level up your skills and gain a real understanding of full-stack development. We just published a course on the freeCodeCamp.org YouTube chann...
Published on: July 04, 2025 | Source:How to Troubleshoot Common Linux VPS Issues: CPU, Memory, Disk Usage
Linux, for its reputation of stability, security, and efficiency, several of the internet is hosted on Linux-based cloud servers, web hosts, and enterprise applications. This reliabilitypositions it ideal for Virtual Private Servers (VPS), where even during high-demand workloads, it remains operational. Linux hasnative tools that are very powerful for diagnosing and solving your issues in no time. The commands such as...
Published on: July 04, 2025 | Source:MCP 2025-06-18 Spec Update: Security, Structured Output & Elicitation
The Model Context Protocol has faced a lot of criticism due to its security vulnerabilities. Anthropic recently released a new Spec Update (MCP v2025-06-18) and I have been reviewing it, especially around security. Here are the important changes you should know: MCP servers are classified as OAuth 2.0 Resource Servers. Clients must include a resource parameter (RFC 8707) when requesting tokens, this explicitly binds...
Published on: July 04, 2025 | Source:One Checkbox to Cloud: Migrating from Tosca DEX Agents to E2G
If you read my recent article on the Elastic Execution Grid (E2G), youβll know Iβve been exploring some of the newer additions to the Tosca ecosystem. Itβs been an interesting learning curve and raised a few thoughts about how we approach execution infrastructure. That said, I realize many teams are still working smoothly with their existing DEX testing setups, and for good reason. If your workflows are stable and...
Published on: July 04, 2025 | Source: