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The Problem Every trending AI project is giving agents more autonomy—running shell commands, browsing the web, calling APIs, moving money, even performing pene...

How It Started I had a simple problem: there was no Arabic equivalent of JustWatch. If you wanted to know where to legally watch an Arabic movie or series, you...

A Typical System Migration Nightmare !Migration nightmare illustrationhttps://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2...

Adopting AI & Cloud Technologies Adopting AI and cloud technologies is no longer optional—it’s essential for staying competitive. Yet, for many organizations t...

ORCHESTRATE v3.1 UAT — How AI Agents Tested Their Own Marketing Platform We just shipped v3.1 of the ORCHESTRATE marketing platform and ran a full User Accepta...

!Cover image for The Role of Communication in Brand Criseshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%...

더 많은 글은 radarlog.krhttps://radarlog.kr/에서 Claude Code 소스코드 유출 - 파일: TypeScript 1,884개 총 31 MB - 문서화된 환경변수: 30개 Mintlify → 실제는 195개 - 문서화된 슬래시 커맨드: 약 20개 → 실제는...

How many times have you received a JSON response from an API and had to manually write TypeScript interfaces for it? I built a free tool that does it instantly...

The Idea What if you could have Claude AI on your wrist — not on a $400 Apple Watch, but on a $4 microcontroller? I built exactly that: a wrist‑mounted AI assi...

Scraper worked on my laptop. Deployed to server and got instant 403s. Wrote a scraper last week for product data. Tested it locally, worked fine. Collected 200...

Background Most interactions with large language models LLMs today are phrased in natural language, e.g.: I have a user who is 17 years old. Can they vote? Ple...

!Cover image for Flutter Repository Pattern Explained Stop Accessing APIs Directlyhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=au...

Why Your AI Coding Assistant Forgets Everything And What You Can Do About It You spend an hour working with your AI assistant. You explain your project, your t...

Introduction Getting started with pretext can be an exciting venture for developers looking to create and manage text‑based content in a more efficient and str...

What changed today - Fixes - Voice defaults OFF, no‑repeat, pause jump fix, sound workflow, voice A/B test - CI: run release branch checks automatically - iOS:...

I Rewrote My MCP Documentation Server in Go and Dropped 3 Containers !Cover image for I Rewrote My MCP Documentation Server in Go and Dropped 3 Containershttps...

!Cover image for What I Shipped This Month Building Invoiso v3.4.2https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/h...

!Cover image for I open-sourced a GStreamer plugin suite for KLV metadata workflowshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=a...

!Cover image for Email as an App: How I Built a High-Conversion Interfacehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format...

Vision‑Language Model Powered Motion Detection for a Lorex NVR I replaced my Lorex NVR’s motion detection — which alerted me ~40 times a day about swaying tree...

Introduction > Let me say something that a lot of engineering teams are thinking but not saying out loud: sprints are not working anymore. Not for everyone, an...

I didn't feel ready when I said yes to speaking at EmpowHER! — Sketching Visions, Building Futures. Honestly? I'm not sure I ever feel ready. And I'm starting t...

The Incident On March 31, 2026, a high‑profile supply‑chain attack targeted Axios, a critical HTTP client for the JavaScript ecosystem. By hijacking a maintain...

You changed one line in your system prompt and broke three downstream features. No tests caught it because — let’s be honest — you don’t test your prompts. Here...

!Cover image for Telegram Got This Simple UI Pattern Wronghttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%...

Uptime monitoring and website monitoring are not the same thing. Most people use the terms interchangeably, but they shouldn’t. - Uptime monitoring answers: “Di...

The Factory Model Has a Design Flaw PwC, like every major consultancy, sold “AI transformation” as a growth story to clients for three years straight. To deliv...

Serve a Python App from a VM: From Local Server to Public Access In this guide we’ll deploy a simple Python HTTP server on an AlmaLinux virtual machine, show h...

Why post‑launch matters Most client projects feel successful on launch day but become painful two months later. The fix isn’t more features—it’s a better post‑...

Gemini 3.1 Flash Live Preview + VideoSDK Google’s most capable real‑time voice and audio model yet If you’re building AI voice agents, conversational apps, or...

!Cover image for Multiplatform Hype mı, Native Gerçek mi? Cross-Platform Native’i Bitirebilir mi?https://media2.dev.to/dynamic/image/width=1000,height=420,fit=c...

I built a free tool that checks if your startup name is available everywhere — domains .com, .io, .dev, .ai, GitHub, npm, and PyPI — in one click. Try it here N...

TL;DR A side‑project called dot‑transcriber that lets me turn voice messages into structured notes Obsidian‑style and feed them into an AI “second brain” durin...

The Story I built a SaaS landing page. Then I deleted half of it. Not because it was ugly – it wasn’t. It had all the classics: scrolling logo clouds, “10,000+...

I just wanted to write a blog. That’s it. No scaling requirements, no users, no revenue—just a place to write. Naturally, I built a 3‑node Kubernetes cluster o...

The Model Context Protocol has transformed how we connect AI to tools. But connecting agents to tools is only half the battle — connecting agents to each other...

Introduction The foundation of every successful Power BI report is reliable data ingestion. No matter how visually stunning your dashboards are, if the data be...

tl;dr I built a tool that utilizes the data schema exported from MongoDB Compass, uses vector search to determine the most appropriate Faker method for each fi...

Overview - /loop schedules recurring prompts in Claude Code sessions without requiring cron jobs or separate monitoring tools. - Syntax supports flexible inter...

The Problem More automations running. More agents deployed. More pipelines humming in the background. I run about a dozen automated jobs—daily briefings, propo...

Overview If you are building a social‑media clone, a real‑estate app, or a photography portfolio in Flutter, displaying metadata adds a massive layer of polish...

TL;DR: Harness engineering is the layer above context engineering — you build the system documentation, standards, quality checks, tool configs that lets AI run...

TL;DR I built portal-tunnel, which exposes a local server with a public HTTPS URL without trusting the relay. It combines SNI passthrough, relay‑backed keyless...

Table of Contents - What is Data Modeling?what-is-data-modeling - SQL Joins: The Foundationsql-joins-the-foundation - Power BI Relationshipspower-bi-relationsh...

!Cover image for 1Password & Dotenvx Toolhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploa...

Using React Components Inside Angular with Web Components In real‑world projects, teams often work with multiple frameworks like React and Angular. But what if...

The Problem With “Debug This” > Paste broken code into ChatGPT and type “fix this” and you’ll often get a fix for the wrong problem. > The AI makes an assumpti...

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