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LicGen — Offline License Generator (CLI + Web UI)
Built LicGen, a small CLI tool to generate software licenses straight from the terminal. Works offline, supports common licenses, and uses simple template files so adding new ones is trivial. Also made a static web UI that previews licenses and the exact CLI …
Responsible AI is becoming core engineering practice. In this article, I share architecture patterns for building safe, real-time speech tr…
Building Content-Safe Language Learning Apps: Azure Content Safety + Real-Time Speech Translation Amit Tyagi ・ Feb 7 #ai #azure #edtech #responsibleai
GHSA-382Q-FPQH-29F7: Betting on a Bad Horse: The Malicious `polymarket-clients-sdk` Crate
Betting on a Bad Horse: The Malicious polymarket-clients-sdk Crate Vulnerability ID: GHSA-382Q-FPQH-29F7 CVSS Score: 10.0 Published: 2026-02-06 A classic supply chain attack targeting the Rust ecosystem. The package polymarket-clients-sdk appeared on crates.i…
Python and Memory Management, Part 2: Heap Memory
In previous section, I talked about how objects are stored in memory and how they are stored in memory. In this part we will talk about memeory regions and how Python allocate/deallocate memory. Python's Memory Sections: Where Objects Live? When you run a Pyt…
Python and Memory Management, Part 1: Objects
You’ve heard it before: in Python, everything is an object. Integers, strings, even the functions you write, all are objects. It’s what gives the language its clean, consistent feel. But here’s what nobody tells you upfront: this elegant design hides a memory…
Why Clean Architecture Actually Matters in Mobile Apps (With Real Examples)
Most mobile apps don’t fail because they lack features; they fail because change becomes too expensive. Having navigated iOS, Android, and Flutter ecosystems—from high-velocity startups to legacy codebases that teams were terrified to touch—I’ve seen a recurr…
add_filter(‘practice_case_b2b_migration’): Why Using __return_false Changes the Core Email Flow in WordPress
add_filter( 'send_email_change_email', '__return_false' ) Why Returning False Changes the Core Email Flow in WordPress Filters in WordPress are often described as tools for modifying data. In real-world systems — they control behavior. And in complex architec…
Building Content-Safe Language Learning Apps: Azure Content Safety + Real-Time Speech Translation
AI-powered language learning is evolving rapidly. Real-time speech recognition, translation, and text-to-speech now make it possible to build immersive educational experiences for children and adults. But as soon as we introduce AI-generated or AI-interpreted…
I spent 3 hours picking colors for a side project that died in a week
We've all been there. You have an idea. You're excited. You open Figma or grab some color palette generator. 2 hours later you're still tweaking shades of blue. The project dies before you write a single line of code. I did this 5 times in a row. So I built s…
GHSA-F8H5-X737-X4XR: Finch-Rust: The Shai-Hulud Worm Burrows into Crates.io
Finch-Rust: The Shai-Hulud Worm Burrows into Crates.io Vulnerability ID: GHSA-F8H5-X737-X4XR CVSS Score: 10.0 Published: 2026-02-06 In the ongoing saga of supply chain warfare, the Rust ecosystem—often lauded for its memory safety—has been reminded that the b…
Why OpenClaw Breaks at Scale: A Technical Perspective
OpenClaw has gained noticeable traction in developer and infrastructure-focused communities. OpenClaw is an open-source, self-hosted platform designed to run AI assistants across multiple messaging channels. It supports Docker-based deployments, persistent se…
COLLEGE STUDENT ENTERING THE WORLD OF INFORMATION TECHNOLOGY
I am starting my journey in the world of information technology. Currently, I am pursuing an associate's degree in computer information systems, but I plan to specialize in AI and machine learning or in database administration. Right now, the biggest challeng…