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The Best Local Development Setups for Web and Mobile Apps

2026-06-25T19:52:41+00:00

Local development setups can affect how fast you build, test, and ship web and mobile apps. This guide is for students, developers, and everyone that wants to compare three practical cross-platform options. You will see how Next.js with Expo, Flutter with Android Studio, and Next.js with Capacitor perform in setup time, developer experience, storage use, and mobile RAM usage. Test app and scoring method To keep the comparison fair, I used the same simple project idea across all three setups: a strawberry milk tea-inspired note-taking app that only needed to create and delete notes. That scope made the benchmark easier [...]

The Best Local Development Setups for Web and Mobile Apps2026-06-25T19:52:41+00:00

My First Exposure to Machine Learning with PyTorch

2026-06-13T04:24:21+00:00

If you have ever opened a machine learning tutorial and felt like you were reading a math and statistics textbook, you are not alone. I spent months telling myself I would “get into AI eventually”, until I finally arrived at my breakthrough. This is not a textbook breakdown of deep learning theory, but rather a practical journey. This is the honest account of a computer science student learning Machine Learning with PyTorch for the first time and trying to make sense of it all. What Is Machine Learning? Before writing a single line of code, I had to understand what [...]

My First Exposure to Machine Learning with PyTorch2026-06-13T04:24:21+00:00

Building AI Browser Agents with Browser Use and Playwright

2026-06-08T14:02:58+00:00

Artificial intelligence is changing how developers interact with the web. Traditional browser automation was originally designed around predefined scripts, rigid workflows, and predictable user actions. Developers manually wrote automation logic that followed exact selectors, buttons, and navigation sequences. While effective, these systems often broke whenever websites changed their layouts or introduced dynamic interfaces. Today, AI browser agents are making browser automation far more adaptive and intelligent. Modern frameworks such as Browser Use, Playwright, LangChain, OpenAI Agents SDK, and browser-integrated LLM systems are enabling developers to build autonomous browser agents that can understand web pages, make decisions, navigate workflows, extract information, [...]

Building AI Browser Agents with Browser Use and Playwright2026-06-08T14:02:58+00:00

The New Software Stack: AI + GitHub + Cloud

2026-06-10T13:15:23+00:00

Software development looks very different today than it did five years ago. Developers are no longer working with isolated tools and manual deployment pipelines. Instead, the modern software stack has grown into a connected ecosystem where artificial intelligence, cloud infrastructure, automated DevOps workflows, and collaborative development platforms all work together. This matters whether you are an IT professional keeping pace with industry changes or a career-changer figuring out where to focus your learning. The tools shaping software engineering right now, from AI coding assistants to cloud-native deployment platforms, are the same ones that employers are increasingly expecting engineers to know. [...]

The New Software Stack: AI + GitHub + Cloud2026-06-10T13:15:23+00:00

AI Coding Assistants Are Changing Junior Developer Learning Habits

2026-06-10T07:35:20+00:00

Human AI workflows are rapidly transforming modern software development. From generating boilerplate code to debugging cloud infrastructure configurations, AI coding assistants are becoming part of the everyday toolkit of developers around the world. For junior developers, this shift is significantly changing how programming is learned. A few years ago, beginner developers spent countless hours searching through Stack Overflow threads, reading documentation line by line, and manually debugging syntax errors. Today, many of those learning barriers are reduced through AI-assisted coding experiences. A developer can now ask an AI assistant to explain Kubernetes networking, generate a Docker Compose configuration, or debug [...]

AI Coding Assistants Are Changing Junior Developer Learning Habits2026-06-10T07:35:20+00:00

Connecting the Pieces: How AWS Services Form Cloud Architectures

2026-06-07T05:47:45+00:00

One of the biggest surprises I encountered while learning AWS was realizing that understanding individual services and understanding cloud architecture are not the same thing. Like many beginners, I started by learning services one at a time. EC2 was a virtual server. S3 was object storage. RDS was a managed database. Load Balancers distributed traffic. Each service had its own purpose, features, and use cases. At first, this approach made sense. Understanding individual services is an important part of building cloud knowledge. In fact, every cloud architecture is built upon these individual components. However, as I continued working through cloud [...]

Connecting the Pieces: How AWS Services Form Cloud Architectures2026-06-07T05:47:45+00:00

How to Deploy a Lovable Site to AWS Lambda Using the AWS Lambda Web Adapter

2026-06-04T00:58:48+00:00

There is a real satisfaction in taking something you built yourself and putting it live on infrastructure you own and control. This guide shows you how to deploy a Lovable site to AWS Lambda using the AWS Lambda Web Adapter, so a page you designed in an afternoon can run on your own AWS account instead of staying inside someone else's platform. Tools like Lovable make the front end easy, and the AWS Lambda Web Adapter is what lets that app run on serverless hosting that costs almost nothing until someone visits. The full path, from idea to a live [...]

How to Deploy a Lovable Site to AWS Lambda Using the AWS Lambda Web Adapter2026-06-04T00:58:48+00:00

The Rise of Human + AI Workflows

2026-06-04T12:23:10+00:00

I've grown with AI during it's formative years to see how the public's perception constantly shift. AI was once framed as a threat: You vs. AI. Then it became a divide: AI-assisted users vs. non-AI-assisted users. Now, we are entering the real future of work: You + AI. The question is no longer whether AI will replace you. The question is whether you know how to work with it.   What Is a Human + AI Workflow? A Human + AI workflow is a process where AI helps with specific parts of a task, while the human remains responsible for [...]

The Rise of Human + AI Workflows2026-06-04T12:23:10+00:00

AI Security Threats with MITRE ATLAS

2026-06-04T13:47:11+00:00

Let’s be completely real: deploying generative AI and complex machine learning pipelines is incredible for innovation, but securing them is a massive headache. Strip away the industry hype, and we are left staring at a genuinely hard, probabilistic problem. It’s exactly the kind of problem that legacy security perimeters and traditional firewalls were never built to handle. You can’t just "patch" a neural network or drop a traditional signature into an IPS (Intrusion Prevention System) to stop an AI exploit. Securing these systems requires careful, sustained attention across a messy landscape of unstandardized threat vectors. It means spotting subtle, quiet [...]

AI Security Threats with MITRE ATLAS2026-06-04T13:47:11+00:00

Claude AI Recovered Lost Bitcoin

2026-06-04T13:42:01+00:00

The AI That Thinks Through Problems, Not Around Them Eleven years. Hundreds of manual attempts. Open-source recovery tools running through billions of combinations. Nothing worked. Then one user handed the problem to Claude and eight weeks later, he was staring at a $400,000 Bitcoin balance he thought was gone forever. The story of @cprkrn's recovered Bitcoin wallet became one of the most viral AI moments of 2026. Strip away the crypto angle and what you are left with is something more significant: a clear demonstration of how Claude's capabilities hold up against a genuinely hard, unstructured, real-world problem. Exactly the [...]

Claude AI Recovered Lost Bitcoin2026-06-04T13:42:01+00:00

AWS, Azure, and GCP Certifications are consistently among the top-paying IT certifications in the world, considering that most companies have now shifted to the cloud. Upskill and earn over $150,000 per year with an AWS, Azure, or GCP certification!

Follow us on LinkedIn, Facebook, or join our Slack study group. More importantly, answer as many practice exams as you can to help increase your chances of passing your certification exams on your first try!