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The Evolution of AI A few years ago, “AI” meant a chatbot that couldn’t understand “hello,” or a recommendation engine that thought because you bought a suitca...

Overview This app, Memo Torihttps://github.com/scriptor-pro/memo-tori, aims to do one thing: capture the ideas you have mid‑flow. Its core is built with HTML/C...

Most machine learning systems fail long before model quality becomes a problem. They fail due to cost overruns, environment drift, unclear ownership, or the ina...

Introduction What if we could compute on encrypted data while preserving algebraic structure? Not through expensive homomorphic encryption, but via a principle...

Gender Equality is not only a fundamental human right but also a powerful driver of economic growth, social progress, and sustainable development. Societies tha...

Practicing SQL with LeetCode SQL 50 Challenge As a side quest today, I started the SQL 50 Challenge on LeetCode, focusing on the SELECT section. I was able to...

!Cover image for Why Memory Poisoning is the New Frontier in AI Securityhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=...

markdown !Aaron Joneshttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fu...

Introduction Last year I started using a vibe‑coding platform to quickly create a browser‑based game portal and built five games. While I could see the first r...

!Cover image for Kafka Ingestion & Processing at Scale | Rajamohan Jabbalahttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,forma...

Ktor is an asynchronous networking framework developed by JetBrains, designed for building both server and client applications in Kotlin. While Retrofit has lon...

Government Tender Data: A Developer’s Guide Government tendershttps://bidsathi.com/ are one of the largest structured data sources available in India. Every da...

In my previous posts I covered the basics—making LEDs blink and understanding wiring. This entry expands on what the droid will actually need to function, focus...

Overview This post is part of my daily learning journey in game development. On Day 12 I explored landscape heightmaps and the sculpting tools in Unreal Engine...

Why type hints matter for AI code generation If you use AI coding assistants without type hints, you leave performance on the table. When you ask an AI to comp...

!Cover image for Mastering GraphQL with Ktor: A Modern Networking Guide for Androidhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=a...

Problem Statement The early web solved publishing before it solved navigation. Once anyone could create a website, the hard problem became discovery: finding r...

Interview Overview Yesterday I attended an interview for a Fresher React Developer role. It was a great learning experience that covered JavaScript, CSS, SQL,...

Read more about Apidog MCPサーバー入門：AIとAPIをつなぐ新しい開発ワークフロー...

Nota del autor Este artículo lo escribí originalmente en septiembre de 2025, poco antes de la consolidación de arquitecturas como GraphRAG. Quedó guardado en u...

Approach Overview We compare two arrays and return a new array that contains only the values that exist in one array but not in both. In other words, we remove...

Android Auto is a fantastic convenience, bringing your phone's essential features to your car's display for safer, easier navigation, communication, and enterta...

Managing Terraform State with an Amazon S3 Remote Backend In our previous article the AWS EKS serieshttps://dev.to/bansikah/amazon-eks-series-part-1-introducti...

The Latency Trap Accuracy vs. Speed ⏱️ In a Jupyter notebook you don’t care if a prediction takes 0.5 seconds or 3 seconds. In a live production environment, l...

The Shift: From “Guessing” to “Reasoning” Old AI models were “Fast Guessers.” They predicted the next word based on patterns, delivering instant responses but...

Why “AI tools” fail: no workflow, no outcome As the Founder of ReThynk AI, I’ve noticed a pattern that explains why most AI adoption fails: - People don’t fail...

Predicting glucose levels two hours ahead is no longer a crystal‑ball exercise—it’s a data‑driven problem that can be tackled with modern deep‑learning tools. B...

Introduction Today marks Day 1 of my 30‑Day Coding Challenge to master C internals, algorithms, and database design. Why am I doing this? In a world of AI and...

After 6+ years in QA, I’ve realized that high coverage is often just a vanity metric. Some of the best engineering teams I’ve worked with have lower UI coverage...

I love the terminal. As a Windows user, I’ve been using wsl for more than three years. I’ve tried many terminal emulators—cmder, Fluid, and others—but nothing i...

markdown !Arjunhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads...

“Give me six hours to chop down a tree and I will spend the first four sharpening the axe.” — Abraham Lincoln This quote resonates strongly with modern machine...

Reducing LLM Costs with Bifrost: A Real‑World Case Study Running a customer‑support automation SaaS ≈15 k conversations/month on OpenAI was eating $6.2 k in LL...

Professional Goals for 2026 Complete 100devs courses and assignments This includes the big 100‑hour project that will serve as my flagship project for my portf...

Cloud Computing: From Overwhelm to Mastery “When I first started, cloud computing felt like an impenetrable fortress. I stared at AWS’s console—so many service...

Introduction When I tell people I use Go for backend development, the most common reactions are: - “Why not Java?” - “Isn’t Go too simple?” - “Rust is cooler,...

!Cover image for System Architecture for Startups: Build Fast Without Painting Yourself Into a Cornerhttps://media2.dev.to/dynamic/image/width=1000,height=420,f...

Introduction When I started learning backend development, I initially thought it was just about writing APIs and connecting databases. But as I progressed thro...

markdown !Cover image for 🌳 Beginner‑Friendly Guide 'Maximum Product of Splitted Binary Tree' – LeetCode 1339 C++, Python, JavaScripthttps://media2.dev.to/dyna...

Introduction The other day I came across a discussion about the most underrated skill that makes a developer truly effective. I didn’t want to bury my answer i...

Introduction Most systems don’t fail because of bad technology choices; they fail because they were never designed to grow. I’ve spent years building backend s...

Why professional maturity matters more than the latest tech trend? I’ve been a developer since 2019. In the tech timeline, that might seem like a blink of an ey...

ty: The Blazingly Fast Python Type Checker from Astral Astral, the company behind popular Python tools like Ruffhttps://github.com/astral-sh/ruff and uvhttps:/...

Introduction Most React tutorials teach you how to use hooks. Fewer teach you how to think in React. After building and maintaining real‑world React applicatio...

What I initially believed Before digging in, I implicitly believed a few things: - If an attention head consistently attends to a specific token, that token is...

Common Git Mistakes and How to Fix Them 1. Committing on main instead of a feature branch Fix: bash git checkout -b feature-branch git reset --soft HEAD~1 git...

Basic Penggunaan UFW di Ubuntu Server 24.04 UFW Uncomplicated Firewall adalah firewall bawaan Ubuntu/Debian yang berfungsi untuk mengatur lalu lintas jaringan...

markdown !AWShttps://media2.dev.to/dynamic/image/width=800,height=&fit=scale-down,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploa...