Why High-Power LEDs Often Fail Early (And How to Prevent It)
High‑power LEDs are praised for energy efficiency and long‑life specifications, yet many users see them fail far sooner than expected. This article examines the...
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High‑power LEDs are praised for energy efficiency and long‑life specifications, yet many users see them fail far sooner than expected. This article examines the...
What I’m Doing Every day I’ll solve the Advent of Code puzzle in: - JavaScript - Rust - Python Then I’ll ask a lineup of current AI coding models to produce th...
Overview Today was one of those days where everything just clicked. I finally understood Terraform meta‑arguments—especially count, for_each, and depends_on. A...
> “Imagine waving your hands like a conductor, and all the instruments play exactly what you want. That’s the feeling I chase every day in my workflow.” As a de...
Introduction An auto insurance card is a simple document—either a small piece of paper or a digital proof on your phone. Beneath that little card lies vital in...
Introduction Mujhe apni TCS CodeVita Contest ki performance ko dekhkar bahut khushi ho rahi hai. Haan, abhi bhi improvements kiye ja sakte hain aur har baar ki...
Register a new application 1. Go to Azure Portal – App Registrations: https://portal.azure.com/view/Microsoft_AAD_RegisteredApps/ApplicationsListBlade 2. Click...
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Background Last week I asked Claude to create a memory leak in Swift’s Task API for fun. The generated code claimed that the Task captured self strongly, formi...
Online Navigation Online navigation works quite similarly to offline navigation, only the tools differ greatly. For online navigation we mainly have zoom, scre...
!Cover image for DoodleMates: Building a Multimodal Creature Generatorhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=au...
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TL;DR: Your AI coding assistant keeps forgetting what you're working on? This TODO.md structure fixes it. Takes minutes to set up, saves hours of re‑explaining...
The Two Layers of Scaling Before analyzing the specific tools, it is crucial to understand that Kubernetes scaling happens on two distinct layers: - Pod Scalin...
Encoding: Format Change Only Encoding only changes data format. It does not provide security. Examples - Base64 - URL encoding - ASCII - UTF‑8 Encoding is used...
Performance of web applications is critical for several reasons. The first thing it does is change how users feel. User frustration and eventual product abandon...
Announcement Big news – Bun is now joining Anthropic. According to the official announcement, Anthropic acquired Bun so it can power Claude Code, the Claude Ag...
Project Overview I built Trust Guardian—an AI‑powered Gmail threat detector—in one week using Kiro. How Kiro Helped - Instead of spending hours reading Gmail A...
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The Architecture text Phone Call → Retell AI → Webhook → n8n → CRM/Database ↑ ↓ └──── Response ──────┘ Why This Stack? - n8n – Open‑source, self‑hostable, powe...
In today’s delivery‑driven tech world, product teams must decide how to structure their software development life cycle SDLC. Waterfall remains the structured,...
The Fastest Upgrade a Tech Leader Can Ship Isn’t a Tool — It’s Teaching In tech, we’re always chasing the next big thing: a new framework, a smarter architectu...
Understanding ReportPortal's Position ReportPortal provides transparency and flexibility typical of open‑source solutions. It handles multiple frameworks, offe...
AI Model Nears a Perfect Score on the Putnam An AI math model recently scored 118/120 on one of the hardest human exams. Beyond solving problems, it learned to...
Why super doesn't mean “parent class” and what it really does Timothy stared at his screen in complete bewilderment. He’d written what seemed like straightforw...
!Cover image for Stop Practicing with Random Words: How to Set Up an Offline 'Writing Dojo' with TypeMasterhttps://media2.dev.to/dynamic/image/width=1000,height...
Everyone wants to build an AI assistant—a chatbot, personal agent, support bot, or micro‑GPT. Beginners often think they need complex architectures, fine‑tuned...
Introduction Recently, I completed the renewal exam for my Azure certification, and I wanted to share my experience to help others prepare. The renewal process...
Introduction You've meticulously crafted a PrestaShop module. It works flawlessly on your local setup, all tests pass, and you're ready to share it on the mark...
The current state of Internet Computer ICP price action reveals a challenging period for investors and traders alike. ICP is trading below several key exponenti...
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I originally posted this post on my bloghttps://canro91.github.io/2025/09/06/Prompting/. I’m not an AI evangelist, and I’m not a hater either. I’ve tried AI for...
AI is transforming software engineering faster than ever, but instead of replacing human developers, it’s becoming a powerful partner. Together, humans and AI a...
Project Overview For the Kiroween 2025 hackathon I built Layers of Static, a psychological horror experience presented as a vintage 1970s CRT television. An AI...
UNIT – I : Linux Introduction, File System & Basic Commands 1. Introduction to Linux - Linux is a free, open-source, secure and stable operating system. - Base...
Executive Summary The rapid integration of Large Language Models LLMs into production software has exposed a critical interoperability bottleneck. As developer...
Setup - TryHackMe provides a GUI Attackbox 1 hour daily and an unrestricted Targetbox. - You can also use your own laptop or a Linux VM in VirtualBox as the At...
Introduction The Model Context Protocol MCP is transforming how AI applications interact with data sources. While weather servers and basic examples are great...
Lifecycle rules In Terraform, lifecycle rules control how a resource is created, updated, and destroyed. They help improve security, simplify maintenance, and...
Introduction Rust is not the first language that comes to mind for data science—most learners start with Python or R because of their extensive libraries and g...
!Cover image for Decoding the 10AS016E4F27E3SG: Powerhouse Arria 10 SoC FPGA for Edge AI and Industrial Automationhttps://media2.dev.to/dynamic/image/width=1000...
Neo Do you always look at it encoded? Cypher Well you have to the image translators work for the construct program but there's way too much information to decod...
The Pattern: Contextual, Capability‑Based Gating Top‑converting paywalls appear at high‑intent moments—during the first session or when a usage limit is reache...
!Cover image for AWS + Google Cloud: A Step Toward True Multicloud—or Just a Convenient Patch?https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cove...
As cloud estates grow, maintaining the integrity of Infrastructure as Code IaC is a critical challenge. AWS CloudFormation provides the blueprint for our infras...
What Bias Really Means Practical Definition Bias is how wrong your model is on average because it failed to learn the true pattern. High bias occurs when: - Th...