The NVIDIA GeForce RTX 5070 Ti represents a significant advancement in consumer-grade GPUs for AI model training. Based on NVIDIA's latest architecture, this GPU offers substantial improvements in deep learning workloads compared to its predecessors. This analysis examines its performance characteri...
🔗 Подробнее: https://www.roastdev.com/p...
Analyzing the NVIDIA GeForce RTX 5070 Ti for AI Model Training: Performance Insights
The NVIDIA GeForce RTX 5070 Ti represents a significant advancement in consumer-grade GPUs for AI model training. Based on NVIDIA's latest architecture, this GPU offers substantial improvements in dee...
https://www.roastdev.com/post/analyzing-the-nvidia-geforce-rtx-5070-ti-for-ai-model-training-performance-insightsDisclaimer: this is a report generated with my tool: https://github.com/DTeam-T... See it as an experiment not a formal research, 😄。
Summary
The OpenManus repository provides a platform for developing and running autonomous agents that can perform tasks by utilizing various too...
🔗 Подробнее: https://www.roastdev.com/p...
Code Explanation: "OpenManus: An Autonomous Agent Platform"
Disclaimer: this is a report generated with my tool: https://github.com/DTeam-Top/tsw-cli. See it as an experiment not a formal research, 😄。 Summary The OpenManus repository provides a p...
https://www.roastdev.com/post/code-explanation-openmanus-an-autonomous-agent-platformHow to structure HTML effectively for seamless CSS styling?This is a fundamental aspect of web development that can significantly enhance both the maintainability and scalability of your projects. Let's look at some essential practices to achieve this.Firstly, It's worth noting that getting good at ...
🔗 Подробнее: https://www.roastdev.com/p...

Properly Structure HTML for Easy CSS Styling
How to structure HTML effectively for seamless CSS styling?This is a fundamental aspect of web development that can significantly enhance both the maintainability and scalability of your projects. Let...
https://www.roastdev.com/post/properly-structure-html-for-easy-css-stylingRust Beginner Learning Timetable
Overview
This timetable is designed to help beginners learn Rust effectively by dedicating 4 hours daily—2 hours for studying concepts and 2 hours for hands-on coding.
Notes:
If you have prior programming experience, follow the weekly an...
🔗 Подробнее: https://www.roastdev.com/p...
Rust Beginner Learning Timetable
Rust Beginner Learning Timetable Overview This timetable is designed to help beginners learn Rust effectively by dedicating 4 hours daily—2 hours for studying concepts and 2 hours ...
https://www.roastdev.com/post/rust-beginner-learning-timetableIntroductionRecursion is one of those things that looks like a simple concept on paper but can quickly turn into a labyrinth of confusion 😵. Yet, it's one of the most powerful tools in a programmer's toolbox—if you know how to wield it properly 💪. In this article, we’ll dissect recursion, ...
🔗 Подробнее: https://www.roastdev.com/p...
Recursion, Tail Recursion, and Recursive Data Structures: A Deep Dive 😎💻
IntroductionRecursion is one of those things that looks like a simple concept on paper but can quickly turn into a labyrinth of confusion 😵. Yet, it's one of the most powerful tools in a programmer...
https://www.roastdev.com/post/recursion-tail-recursion-and-recursive-data-structures-a-deep-diveIntroduction
Silicon Valley isn’t the only player in AI anymore. China just dropped Manus Agent, a new AI tool built by a company called Monica, and it’s designed to do things Western tools like ChatGPT can’t. But who’s behind it? Why should you care? And what does it mean for countries like...
🔗 Подробнее: https://www.roastdev.com/p...
China’s Manus Agent by Monica: What You Actually Need to Know
Introduction Silicon Valley isn’t the only player in AI anymore. China just dropped Manus Agent, a new AI tool built by a company called Monica, and it’s designed to do things Western tools like C...
https://www.roastdev.com/post/china-s-manus-agent-by-monica-what-you-actually-need-to-knowA UML Sequence Diagram is a type of interaction diagram that illustrates how objects interact in a particular sequence of time. It captures the dynamic behavior of a system by detailing message exchanges between objects.Sequence diagrams are widely used in software design to model workflows, use cas...
🔗 Подробнее: https://www.roastdev.com/p...

UML Sequence Diagrams
A UML Sequence Diagram is a type of interaction diagram that illustrates how objects interact in a particular sequence of time. It captures the dynamic behavior of a system by detailing message exchan...
https://www.roastdev.com/post/uml-sequence-diagramsIntroduction: The Shift from Web2 to Web3
The internet is undergoing a massive transformation. Web3, powered by blockchain technology, is redefining how we interact online by enabling decentralized applications (dApps), decentralized finance (DeFi), and digital ownership. Unlike Web2, where big tech...
🔗 Подробнее: https://www.roastdev.com/p...
Building the Future: How Web3 is Revolutionizing the Internet
Introduction: The Shift from Web2 to Web3 The internet is undergoing a massive transformation. Web3, powered by blockchain technology, is redefining how we interact online by enabling decentralized ap...
https://www.roastdev.com/post/building-the-future-how-web3-is-revolutionizing-the-internetUnleash Order on Your Agents: motia’s Control Is Here
Agent sprawl driving you nuts? motia handed me control, visibility, and flexibility—no infra madness required.
Why motia’s a Game-Changer
🚀 No Infra Hassle: Install, code, done—no queues, no brokers.
🌈 Language ...
🔗 Подробнее: https://www.roastdev.com/p...
AI Agent Chaos? Motia Hands You the Reins, Pronto
Unleash Order on Your Agents: motia’s Control Is Here Agent sprawl driving you nuts? motia handed me control, visibility, and flexibility—no infra madness required. Why motia’...
https://www.roastdev.com/post/ai-agent-chaos-motia-hands-you-the-reins-prontoIntroduction to SharePoint Sites and Governance
SharePoint is a cornerstone of Microsoft 365 for collaboration, document management, and workflow automation. A SharePoint site acts as a centralized hub where teams can store, organize, and share content. However, without proper governance po...
🔗 Подробнее: https://www.roastdev.com/p...

Detailed Hands-On Guide: Creating a Microsoft 365 SharePoint Site and Setting Up Site Policies
Introduction to SharePoint Sites and Governance SharePoint is a cornerstone of Microsoft 365 for collaboration, document management, and workflow automation. A SharePoint site acts as a centr...
https://www.roastdev.com/post/detailed-hands-on-guide-creating-a-microsoft-365-sharepoint-site-and-setting-up-site-policiesIntroduction
Starting in web development can feel overwhelming with so many frameworks, languages, and technologies available. Many beginners struggle with choosing the right stack to start with.The best way to begin is not by diving into complex frameworks but by following a structured app...
🔗 Подробнее: https://www.roastdev.com/p...
The Ultimate Roadmap to Modern Web Development: Why Vue.js & Laravel Are the Best Starting Point
Introduction Starting in web development can feel overwhelming with so many frameworks, languages, and technologies available. Many beginners struggle with choosing the right stack to start w...
https://www.roastdev.com/post/the-ultimate-roadmap-to-modern-web-development-why-vue-js-laravel-are-the-best-starting-pointHow AI and Automation Are Transforming E-Commerce
The world of e-commerce is evolving at an unprecedented pace. With artificial intelligence (AI) and automation playing a central role in online retail, businesses are finding new ways to enhance customer experience, improve efficiency, and s...
🔗 Подробнее: https://www.roastdev.com/p...
How AI and Automation Are Transforming E-Commerce
How AI and Automation Are Transforming E-Commerce The world of e-commerce is evolving at an unprecedented pace. With artificial intelligence (AI) and automation playing a central role in onli...
https://www.roastdev.com/post/how-ai-and-automation-are-transforming-e-commerceIn recent years, artificial intelligence (AI) has transformed the landscape of audio and voice processing, empowering creators, podcasters, musicians, and businesses to achieve professional-grade results with unprecedented ease. From noise reduction to voice cloning, AI tools are redefining how we i...
🔗 Подробнее: https://www.roastdev.com/p...
Revolutionizing Sound: Top AI Tools for Voice and Audio Processing
In recent years, artificial intelligence (AI) has transformed the landscape of audio and voice processing, empowering creators, podcasters, musicians, and businesses to achieve professional-grade resu...
https://www.roastdev.com/post/revolutionizing-sound-top-ai-tools-for-voice-and-audio-processingCybersecurity is no longer optional—it’s a necessity. With cyber threats increasing daily, website owners must take proactive steps to secure their platforms. Whether you're a business owner, developer, or tech enthusiast, understanding basic cybersecurity principles can save you from costly sec...
🔗 Подробнее: https://www.roastdev.com/p...
Cybersecurity for Beginners: How to Secure Your Website from Hackers
Cybersecurity is no longer optional—it’s a necessity. With cyber threats increasing daily, website owners must take proactive steps to secure their platforms. Whether you're a business owner, deve...
https://www.roastdev.com/post/cybersecurity-for-beginners-how-to-secure-your-website-from-hackersWhat is DeepSeek?
Just as OpenAI has the ChatGPT chatbot, DeepSeek also has a similar chatbot, and it comes with two models: DeepSeek-V3 and DeepSeek-R1.**DeepSeek-V3 **is the default model used when we interact with the DeepSeek app. It’s a versatile large language model (LLM) that stand...
🔗 Подробнее: https://www.roastdev.com/p...

Run DeepSeek locally on BareMetal via K8s
What is DeepSeek? Just as OpenAI has the ChatGPT chatbot, DeepSeek also has a similar chatbot, and it comes with two models: DeepSeek-V3 and DeepSeek-R1.**DeepSeek-V3 **is the default model u...
https://www.roastdev.com/post/run-deepseek-locally-on-baremetal-via-k8sIf you're looking to deploy, manage, and scale containerized applications, both Azure Container Instances (ACI) and Sliplane can help you out. But, they serve different needs and users. Let's break down the key differences and see which one is the best fit for you.In a nutshell: Azure, in general,is...
🔗 Подробнее: https://www.roastdev.com/p...
Azure Container Instances vs Sliplane
If you're looking to deploy, manage, and scale containerized applications, both Azure Container Instances (ACI) and Sliplane can help you out. But, they serve different needs and users. Let's break do...
https://www.roastdev.com/post/azure-container-instances-vs-sliplaneI just canceled my subscription to LeonardoAI. It wasn’t much since I was on the cheaper plan. I subscribed with the intention of using it to generate assets for the websites I build.To be honest, I found very few of the images actually useful. No matter the model, most looked too artificial to me...
🔗 Подробнее: https://www.roastdev.com/p...
My honest and minimal review of Leonardo.AI
I just canceled my subscription to LeonardoAI. It wasn’t much since I was on the cheaper plan. I subscribed with the intention of using it to generate assets for the websites I build.To be honest, I...
https://www.roastdev.com/post/my-honest-and-minimal-review-of-leonardo-aiJavaScript is an incredible language that powers the web, yet many of us interact with it daily without understanding what’s happening behind the scenes. Let’s dive into the mechanics of how JavaScript works under the hood and uncover the magic that makes it so dynamic.
The Foundation: S...
🔗 Подробнее: https://www.roastdev.com/p...

JavaScript Under the Hood: Understanding the Core Mechanics ✨
JavaScript is an incredible language that powers the web, yet many of us interact with it daily without understanding what’s happening behind the scenes. Let’s dive into the mechanics of how JavaS...
https://www.roastdev.com/post/javascript-under-the-hood-understanding-the-core-mechanicsChaque bug en production coûte cher et chaque erreur évitable fait perdre un temps précieux. Pourtant, il existe une solution simple pour automatiser les bonnes pratiques et garantir un code de qualité : les hooks Git.Imaginez-les comme des arbitres de football ⚽, toujours attentifs à la moin...
🔗 Подробнее: https://www.roastdev.com/p...

Boostez votre productivité avec les hooks Git ! 🚀
Chaque bug en production coûte cher et chaque erreur évitable fait perdre un temps précieux. Pourtant, il existe une solution simple pour automatiser les bonnes pratiques et garantir un code de qua...
https://www.roastdev.com/post/boostez-votre-productivit-avec-les-hooks-gitHave you ever clicked on a button almost instinctively, without thinking, only to realize later that it wasn’t what you wanted? Or maybe you’ve spent several minutes analyzing a complex form, making sure every detail is correct before hitting submit.These two types of thinking—fast and intuiti...
🔗 Подробнее: https://www.roastdev.com/p...
Fast vs. Slow Thinking: Designing UX for Both Brains
Have you ever clicked on a button almost instinctively, without thinking, only to realize later that it wasn’t what you wanted? Or maybe you’ve spent several minutes analyzing a complex form, maki...
https://www.roastdev.com/post/fast-vs-slow-thinking-designing-ux-for-both-brainsAt GBTI Network, our members are constantly developing new digital assets that need a dedicated space for publishing. As a cooperative that shares revenue—including ad and sponsorship earnings—our community provides the ideal platform for launching and promoting innovative projects.One of our la...
🔗 Подробнее: https://www.roastdev.com/p...

New Release: Free Email Signature Generator
At GBTI Network, our members are constantly developing new digital assets that need a dedicated space for publishing. As a cooperative that shares revenue—including ad and sponsorship earnings—our...
https://www.roastdev.com/post/new-release-free-email-signature-generatorIntroductionIf you're working with Hibernate and querying a DB2 z/OS database, you might have faced a common issue where the generated SQL queries include unnecessary cast statements, especially after upgrading to Hibernate 6. This can cause errors as certain DB2 versions don't support those casts. ...
🔗 Подробнее: https://www.roastdev.com/p...
How to Remove Cast in Hibernate Queries for DB2 z/OS?
IntroductionIf you're working with Hibernate and querying a DB2 z/OS database, you might have faced a common issue where the generated SQL queries include unnecessary cast statements, especially after...
https://www.roastdev.com/post/how-to-remove-cast-in-hibernate-queries-for-db2-z-osWhen I first came across Perplexity AI, I assumed it was just another AI-powered search engine. But after using it in real projects, I realized it can be incredibly helpful when paired with Python, especially for smarter data scraping.If you work with data, automate research, or build anything that ...
🔗 Подробнее: https://www.roastdev.com/p...

How I Use Perplexity AI for Web Scraping in Python (and Why You Probably Should Too)
When I first came across Perplexity AI, I assumed it was just another AI-powered search engine. But after using it in real projects, I realized it can be incredibly helpful when paired with Python, es...
https://www.roastdev.com/post/how-i-use-perplexity-ai-for-web-scraping-in-python-and-why-you-probably-should-tooHey Dev Community! 👋I'm excited to share a project I've been working hard on — BeatTheBossGame.com🎮 Welcome to BeatTheBossGame.com
A fast, furious, browser-based click speed game where your only mission is simple:
Click like crazy and take down the boss.⚡ Pure tapping chaos
😤 No emails,...
🔗 Подробнее: https://www.roastdev.com/p...
🚀 I Turned Stress Into a Game — And It’s Starting to Earn Revenue $$$ (BeatTheBossGame.com)
Hey Dev Community! 👋I'm excited to share a project I've been working hard on — BeatTheBossGame.com🎮 Welcome to BeatTheBossGame.com A fast, furious, browser-based click speed game where your on...
https://www.roastdev.com/post/i-turned-stress-into-a-game-and-it-s-starting-to-earn-revenue-beatthebossgame-comTL;DR: We built AquaScript to tackle a problem developers face daily — getting realistic, ready-to-use test data without setting up a backend. It’s free, fast, and live. Try it now and streamline your development workflow: Aquascript (Free-Json-API)🌱 Why We Built AquaScriptAs devs, we’ve al...
🔗 Подробнее: https://www.roastdev.com/p...
🚀Introducing AquaScript: Your Go-To Fake JSON API for Seamless Development
TL;DR: We built AquaScript to tackle a problem developers face daily — getting realistic, ready-to-use test data without setting up a backend. It’s free, fast, and live. Try it now and streamline ...
https://www.roastdev.com/post/introducing-aquascript-your-go-to-fake-json-api-for-seamless-developmentIf you've ever spun up a Docker container and wondered how does this thing talk to the internet?, you’re not alone.Docker quietly builds a tiny virtual world behind the scenes — with bridges, fake Ethernet cables (veth), and routing tables. In this post, we'll walk through how Docker’s default...
🔗 Подробнее: https://www.roastdev.com/p...

🐳 Understanding Docker's Default Bridge Network (With Diagram)
If you've ever spun up a Docker container and wondered how does this thing talk to the internet?, you’re not alone.Docker quietly builds a tiny virtual world behind the scenes — with bridges, fake...
https://www.roastdev.com/post/understanding-docker-s-default-bridge-network-with-diagramIn the post below, we discussed how Azure Service Bus integrates with a .NET application and the benefits it provides.
https://dev.to/kiranrongal... what happens if a failure occurs during message processing? How does retry behavior work, and ...
🔗 Подробнее: https://www.roastdev.com/p...
🔁 How Azure Service Bus Handles Retries Part- 1
In the post below, we discussed how Azure Service Bus integrates with a .NET application and the benefits it provides. https://dev.to/kiranrongali/why-use-azure-service-bus-how-to-integrate-in-net-13...
https://www.roastdev.com/post/how-azure-service-bus-handles-retries-part--1AI companies have a problem and it has nothing to do with tech… it’s their messaging.I’ve spent years architecting AI and big data machine learning products, from my time at Microsoft to now as a fractional CTO and AI advisor to startups. Over that time I’ve seen brilliant AI products flound...
🔗 Подробнее: https://www.roastdev.com/p...

Why Your AI Company Needs a New Homepage
AI companies have a problem and it has nothing to do with tech… it’s their messaging.I’ve spent years architecting AI and big data machine learning products, from my time at Microsoft to now as ...
https://www.roastdev.com/post/why-your-ai-company-needs-a-new-homepage🔥 Real-World Skills, Real Results — A Cloud Engineer’s Perspective
In cloud engineering, we often celebrate smooth deployments—but the real growth lies in the challenges we troubleshoot along the way. This project is a perfect example of that. I set out to containerize and connect ...
🔗 Подробнее: https://www.roastdev.com/p...

🛠️ From Concept to Container: My Journey Deploying MongoDB & Mongo-Express with Docker (No Docker Compose!)
🔥 Real-World Skills, Real Results — A Cloud Engineer’s Perspective In cloud engineering, we often celebrate smooth deployments—but the real growth lies in the challenges we troublesh...
https://www.roastdev.com/post/from-concept-to-container-my-journey-deploying-mongodb-mongo-express-with-docker-no-docker-composeI like testing new browsers, these days I use Firefox more than chrome, but I always have Opera and Edge. Today I saw this video https://youtu.be/9YM7pDMLv... Andreas explaining what is Ladybird browser and why they are developing it.
So I went to https://github.com/Ladybir...
🔗 Подробнее: https://www.roastdev.com/p...

New browser in town
I like testing new browsers, these days I use Firefox more than chrome, but I always have Opera and Edge. Today I saw this video https://youtu.be/9YM7pDMLvr4?si=R7X_wdJVqqRB3TNB Andreas explaining wha...
https://www.roastdev.com/post/new-browser-in-town