What I Learned Building an AI Learning Platform Without Hype
Motivation I didn’t set out to build an AI platform because I thought AI was exciting. I built it because I kept seeing the same pattern in most AI content: -...
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Motivation I didn’t set out to build an AI platform because I thought AI was exciting. I built it because I kept seeing the same pattern in most AI content: -...
What happens when you give an AI real money, actual inventory, and the keys to a business? Anthropic decided to find out through Project Vend, an experiment whe...
The Problem My Pi is behind my home router. I don't want to port‑forward or expose Home Assistant directly, but I want to trigger it from the internet. The dro...
OpenAI recently released a startling admission: prompt injection, the technique used to hijack AI models with malicious instructions, might never be fully defea...
Intro Christmas, New Year's, a 1‑week ski trip, time with family, the rabbit‑hole of a full re‑organization of my Obsidian vault into a Zettelkastenhttps://zet...
Image formats rarely feel exciting — until performance, privacy, and user experience collide. In 2026, WebP is quietly becoming relevant again, especially for f...
🔴 Synchronous Normal One task mudinja apram thaan next task start aagum. javascript console.log'One'; console.log'Two'; console.log'Three'; 👉 Output One Two...
What is HTML tags? An HTML tag tells the browser how to display or handle content. Basic tag structure html Usage of tags? HTML tags are used to create, struct...
1. The Shift Most People Miss: From Retrieval to Interpretation Search engines still exist. Social feeds still dominate attention. Documentation, blogs, and fo...
Imagine an AI that doesn't just store information in a static memory bank, but actually improves its internal understanding as it processes a long document. A c...
set Overview - Unique + Sorted data - Stores unique elements - Maintains sorted order - Implemented using a self‑balancing BST Red‑Black Tree Example cpp inclu...
What Is AI Video Generation in Video Games? Frame enhancement and upscaling Why Realism Matters More Than Ever How AI Video Generation Enhances Realism AI Fram...
The Problem As a machine learning enthusiast, I often find myself browsing Roboflow Universehttps://universe.roboflow.com/ looking for pre‑trained models. Manu...
Overview I’m sharing a technical note proposing a non-decision protocol for human–AI systems. The core idea is simple: AI systems should not decide. They shoul...
The Problem Teams often lose momentum not because people stop learning, but because development lacks direction. When individual growth happens without a clear...
!Cover image for Comment j’ai créé et préparé pour le Store une application mobile avec React Native Expo et Supabasehttps://media2.dev.to/dynamic/image/width=1...
!Cover image for How to Create a RACI Responsibility Matrixhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A...
Part 1 – The Rise of the Model Context Protocol MCP November 2024 – December 2025 > Note: This is the first of a two‑part series. > Next week: The dark side –...
Large Language Models LLMs and Ghost References LLMs have become part of everyday academic and technical writing. But there is a problem the academic community...
Hey dev.to community! 👋 It's January 2026, and if you're still running DevOps pipelines the “old‑school” way—manual tweaks, endless alert fatigue, and praying...
Adaptability Over Cleverness Systems that survive aren't the ones written perfectly from the start. They're the ones that bend without breaking when requiremen...
Visión general La herramienta se encuentra dentro de la consola, en el panel de Servicios de Administración de Costos. No se despliega de forma predeterminada;...
'Learn How to Add API Proxies in Apigee X Correlation IDs For end‑to‑end logging, debugging, and observability across all APIs.
Variable - A variable is the name of a memory location. - A variable is used to store a value. - The value of a variable can change during program execution. R...
AI‑Driven Threats As digital transformation accelerates, 2026 is set to be a defining year for cybersecurity. AI is expected to become the backbone of cybercri...
The Problem: A Fragmented AI Development Ecosystem If you've been using AI‑powered coding tools lately, you've probably experienced this frustration: You creat...
There's a meaningful distinction between using large language models and truly mastering them. While most people interact with LLMs through simple question-and-...
Why sanity checks matter Weird things happen in production. No amount of test coverage, database transactions, or years of experience can guarantee that unexpe...
In modern distributed systems, a frustrating paradox often emerges while your average response times are excellent, a small percentage of users experience inex...
!Cover image for Translating a Complex Object Detection Model for Sales Teams: An AI Documentation Case Studyhttps://media2.dev.to/dynamic/image/width=1000,heig...
!Cover image for Stop trying typeof x === Fish: A practical guide to TypeScript type verification Narrowing + Type Predicateshttps://media2.dev.to/dynamic/image...
Enabling Reliable Communication Between Android and an MCU In many embedded products, Android is selected for its strengths in user interfaces, multimedia hand...
HTMX is actually very good. This post is about why I don’t use it yet, even though people keep telling me to. What People Say About HTMX When people talk about...
Different architectures, different trade-offs Flat‑file CMSs solve multilingual websites in very different ways. Some systems, like Grav, store language varian...
Em 2024/2025, muitas empresas trataram o Copilot como “chat corporativo com IA”. Em 2026, a conversa muda: o Copilot deixa de ser só interface e vira camada ope...
Background I was really getting stuff done with Opus 4.5 until I had to fire it twice in two days: Incidents - Termination of Intern claude‑opus‑4.5 for Unsafe...
The AI Revolution in Development Integrations: A 2026 Perspective The software development world is changing rapidly, thanks to Artificial Intelligence AI bein...
Today's analysis reveals a notable shift in Hacker News readership, with “The Most Popular Blogs of Hacker News in 2025” scoring 74.5 / 100 based on user‑engage...
'markdown “Won’t AI just get better at this?” Short answer No. Understanding why reveals something fundamental about how we should think about AI safety.
Introduction A few months into using AI for real development work, I noticed something unusual: I could still ask the AI about decisions we made two months ago...
I've been talking to a lot of DevOps engineers lately, and the same question keeps coming up: “Is platform engineering just another hype, or should I actually c...
Reflection My calendar notification buzzed today—my dad’s birthday. He passed away in 2006, and I keep the reminder because, as I get older, dates tend to fade...
!Cover image for Beyond npm audit: Implementing Automated Dependency Governance locallyhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravi...
What is AceHack 5.0? Certain things do not change: the adrenaline, the chaos, the 3 a.m. debugging crisis, and ideas that seem silly at first but become brilli...
How We Perform Addition To understand how a computer works, let’s first look at how we add a list of numbers, such as 24, 34, 77. 1. Add the first two numbers:...
A Small Console Application – The Journey to Pluralization I was building a simple console application – a tiny shopping cart. It wasn’t fancy, just a chance t...
This is an English translation and light adaptation of the original Bulgarian article: Introduction Most people think Vim is just a terminal text editor. With t...
An Elementra Rebuild Diary: Less Creativity, More Control I didn’t plan to rebuild this site. The rebuild happened the way most rebuilds happen in real life: o...