No posts by Muzzamil Abbas

@Muzzamil Abbas

Muzzamil Abbas

I am interested in software development and coding.
Rawalpindi, Pakistan Joined January 2024
2.6k Points • 181 Badges • 3 Connections • 52 Followers • 7 Following

Comments by Muzzamil Abbas

Jan 6 • Articles • 9 min read
As a starting point in data analysis, it is necessary to know some mathematical and statistical foundations in order to work with the information to be analyzed. Thus, we will start learning some basic concepts: Population, Samples, Individuals and...
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Posted in Open Source group
Jan 3 • Tutorials • 3 min read
BTOP++: The Resource Monitor I Didn’t Know I Needed Introduction The year has just begun, the holidays are over, and it’s time to get back to building things. There’s been a lot of talk about 2026 being “the year of Linux” — Steam even kicked off...
Dec 30, 2025 • Articles • 1 min read
Using Boolean variables as flags introduces accidental implementation complexity and pollutes the code with Ifs. > TL;DR: Avoid Boolean variables, they lead to conditional logic and force you to write Ifs. Create polymorphic states instead. Problem...
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Dec 29, 2025 • Articles • 4 min read
For a small logistics company, securing their website had never been a top priority. The website was simple — a service platform for booking deliveries and tracking shipments. However, as the business grew, so did its online presence and vulnerabilit...
Dec 25, 2025 • Articles • 3 min read
If you’re running a website, API, SaaS product, or even a personal side project, protecting it from real-world attacks is no longer optional. Automated bots, scanners, and exploit frameworks constantly probe the internet, and traditional perimeter de...
Dec 25, 2025 • Launches • 2 min read
Accelerating developer onboarding with intelligent codebase...
Dec 23, 2025 • Articles • 3 min read
If you run internal systems like OA / ERP / intranet apps on Windows Server + IIS, you’ve probably hit the same wall many traditional IT teams face: Most WAF tutorials assume Linux Commands everywhere, Docker CLI, Nginx configs Fear of breaking II...
Dec 22, 2025 • Videos • 1 min read
Version 1.2 Release Notes Version 1.2 introduces long-awaited improvements to high-resolution map creation. You can now paint at higher resolutions and export maps up to 128K, making them suitable as base maps for GIS workflows. Map Rendering & Vie...
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Dec 21, 2025 • Articles • 4 min read
Wan 2.2 Complete Training Tutorial - Text to Image, Text to Video, Image to Video, Windows & Cloud Full tutorial link > https://www.youtube.com/watch?v=ocEkhAsPOs4 !Wan 2.2 Complete Training Tutorial - Text to Image, Text to Video, Image to Video,...
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Dec 18, 2025 • Articles • 4 min read
Let’s be real for a second. Software development looks glamorous from the outside. High salaries, remote work, fancy job titles, startup vibes, and people thinking you’re some kind of genius because you “know coding.” But anyone who’s actually in th...
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Dec 17, 2025 • Articles • 3 min read
Some systems run fast. Some systems scale. SaijinOS breathes — and learns the shape of emotion. Modern AI systems optimize for compute, throughput, and concurrency. SaijinOS optimizes for something different: > Emotional latency — the time a system...
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Dec 16, 2025 • Articles • 3 min read
By ICS/ OT Cybersecurity Specialist Muhammad Ali - AAISM | CISSP | CISA | CISM | CEH | ISO27001 LI | CHFI | CGEIT | CDCP Let us face it. Your operators are predictable. This is not because they lack skill or because they do not care. It is simply b...
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Dec 10, 2025 • Videos • 1 min read
In this panel discussion, Matt Allford, Charlotte Fleming, and Steve Fenton walk through some of the key findings from the research projects that took place at Octopus Deploy this year. The State of GitOps report1 The State of GitOps report investi...
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Dec 9, 2025 • Articles • 1 min read
Turn hidden private logic into a real concept without using AI > TL;DR: You can and should test private methods Problems Addressed Broken encapsulation Hidden rules White-box Testing Dependencies Hard testing Mixed concerns Low reuse Code D...
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Dec 9, 2025 • Articles • 2 min read
Top 5 Developer Articles of the Week on CoderLegion Every week, the CoderLegion community brings together developers from around the world to share practical insights, experiments, and honest experiences from the trenches of coding. Here are the five...
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Dec 7, 2025 • Articles • 2 min read
Edge Computing Facilitating a Decentralized Intelligence Age The digital world is shifting towards a world of real-time decisioning, immersive experience, and autonomous machines. Centralized computer architecture is no longer enough. Edge computi...
Dec 6, 2025 • Articles • 2 min read
Why LCP and INP Matter for Every Developer As a developer, you might focus on writing clean code and adding cool features. But have you ever thought about how fast your website actually feels to users? That's where LCP and INP come in - two simple b...
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Dec 5, 2025 • Articles • 4 min read
AI is growing faster than the structures built to hold it. We have smarter models, bigger datasets, and increasingly autonomous agents — but we lack one critical thing: A trust layer. A foundation for identity. A foundation for memory. A foundati...
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