Recently got featured as an early contributor on CoderLegion — really appreciate being part of this growing community. But honestly, what matters more is what I’m building right now. I’ve been working on turning a research idea into something real....

Originally published at https://blog.akshatuniyal.com. Technical progress, real-time power, and a controversy trail that still raises hard questions. Here’s where Grok actually stands. There’s no AI story in 2026 quite like Grok’s. On paper, it is...

> From smarter pipelines to proactive security; a practical overview of where AI fits in modern DevOps, and how to start integrating it today. Software delivery has always been a race against complexity. As systems grow more distributed and release...

Software testing plays a very important role in making sure that applications work correctly and meet user expectations. Even a small error in software can create serious problems for users. Because of this, testers need to design test cases carefull...

A few years ago, I left a code review feeling… weird. The code worked. Tests were passing. But the comments? > “This is wrong” > > “Bad approach” > > “Rewrite this” No explanation. No context. Just judgment. Nothing was technically incorrect....

We all hear this everywhere: “AI will take our jobs.” But is that really true? Let’s talk about reality. AI is not your enemy. It’s a tool—the most powerful tool of this era. And like every major technology shift in history… it’s changing the w...

???? Lecture 1 — Central Tendency of Data Vyoma Data Science Initiative | Module 2: Statistics ???? Introduction In any dataset, we often face a simple question: > Can we represent all this data using a single number? Whether it’s exam scores,...

As a student exploring tech and trying to build real skills, I realized something important… Degrees can open doors, but projects are what actually get you inside. Let’s be honest. You can spend 4 years collecting a degree… Or you can spend 6–12 mo...

Every time I finished a new side project, I faced the exact same annoying routine: 1. Open my portfolio repository. 2. Find the projects.json or hardcoded array. 3. Manually type in the new project name, description, and tech stack. 4. Download a scr...

There’s a ritual that happens every morning in the AI world. Someone wakes up, opens LinkedIn, and sees a post that goes something like this: > “I built an AI tool in a weekend. Already 3,000 users. On track for $1M ARR. The future is now. ” > Th...

I’ve been diving into Generative AI lately, and one thing is clear: if you’ve spent any time with LLMs, you’ve probably run into their limitations. You ask an LLM a highly specific question about a new software library, your company's internal docume...

Modern security teams are not short on alerts. They are drowning in them. Between vulnerability scanners, WAF logs, API gateways, and threat intel feeds, the problem is no longer visibility—it is prioritization. Everything looks like a risk. Everyth...

Web Application Firewalls WAFs have been a standard layer in web security for years. They were designed to stop common threats like SQL injection and XSS, and they still do that job reasonably well. The problem is that the threat model has changed. ...

If you’re still starting projects with plain React… you’re already a bit behind. Not because React is bad. But because the ecosystem has moved ahead. Welcome to the era of meta-frameworks. What is a meta-framework? > A framework on top of a fram...

"The Story" "Why DAIS‑10 Exists Every organization begins with clean, fresh customer records, accurate details, and the belief that this information will guide smart decisions. But over time, something quiet and destructive happens behind the scene...

"The Story" "Why DAIS‑10 Exists Every organization begins with clean, fresh customer records, accurate details, and the belief that this information will guide smart decisions. But over time, something quiet and destructive happens behind the scene...

"The Story" "Why DAIS‑10 Exists Every organization begins with clean, fresh customer records, accurate details, and the belief that this information will guide smart decisions. But over time, something quiet and destructive happens behind the scene...

When I started working on my first machine learning projects, I thought I was doing everything right. My model showed almost perfect accuracy during training, and I felt confident about the results. But as soon as I tested it on new data… everythin...

Early work to digitally replicate the cognitive processes of well-documented historical individuals. This paper demonstrates the practical application of MCR-10 Mathematical Cognitive Reconstruction through a detailed case study of a historically d...

Strategic Industrial Cyber Warfare Analysis - ## Briefing 08 Strategic Infrastructure Chokepoints: The Systems That Control Everything Key Judgments • Modern societies depend on a small number of critical infrastructure chokepoints that concentr...