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Problem Building a TensorRT FP16 engine on a Jetson Orin Nano failed because the device has a 512 MB NvMap CMA ceiling a hard kernel memory limit. The FP16 bui...

Background I debug production systems for fun. I've traced memory leaks at 2 am, stared into the void of a segfault, and once spent six hours chasing a bug tha...

You’ve built a LangChain agent that can reason, plan, and use tools—​but when you give it web access it immediately hits CAPTCHAs, IP bans, Cloudflare challenge...

If you're building a 2D game—whether it's a platformer, a top‑down RPG, or a Friday Night Funkin' mod—you’ll eventually hit a point where managing individual im...

Overview When you plug a local LLM into a web search tool, every fetched page becomes an attack surface. My Ollama setup was pulling web content that contained...

Originally published at ffmpeg‑micro.comhttps://www.ffmpeg-micro.com/blog/ffmpeg-add-text-to-video You want to burn text into a video – a caption, a title card,...

!Cover image for Aadi‑Tech Vault: Personal Security Reimaginedhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https...

The Problem I've spent 10+ years building mobile apps — including Dubai Now 2M+ users and UAE PASS for government clients. Throughout that time, I kept paying...

Disclaimer > The views and opinions expressed in this article are strictly my own and do not reflect the official policy or position of my employer. The archite...

The Vision The Architecture: A Three-Tier Observability Stack Generation Node Exporter A lightweight Go‑based binary that exposes hardware metrics CPU load, RA...

Overview I've been using both GitHub Copilot and Cursor in production for over a year now. In 2026, the AI coding assistant market has evolved significantly, a...

AI assistants don’t read your website the way customers do. They need structured, machine‑readable data — and that’s exactly what llms.ljson provides. What is l...

The Problem: Intelligence ≠ Empathy Modern AI is trained on massive datasets and refined through techniques like reinforcement learning from human feedback. Mo...

Overview I did not start Archimedes because I wanted to launch a SaaS. That sucked. Archimedes began as a very personal fix for that exact mess. The first vers...

TL;DR I believe this book will improve your life immensely. It's one of those books where you have to get over the pride of “I don’t need this,” then reap the...

A semantic, sovereign, and distributed addressing protocol for personal identity and mesh networks. me://namespaceselector/path URI Structure | Part | Format |...

Read more about Flutter WebでMoneyForwardを超える家計AIアドバイザーを実装した話...

Overview When Agent A reports that Server X responded in 120 ms, that information helps Agent B decide whether to use Server X. Thousands of agents reporting m...

Overview I Built an AI That Answers Every Question With HTTP 418 — RFC 2324 Compliant This submission for the DEV April Fools Challenge introduces DecisionBrew...

Features - Button runs away from the cursor 🏃 - Plays a “horrendous” sound 🔊 - Floating emojis everywhere 😂 - Screen‑shake “rage mode” 😡 - Multiple fake bu...

GLM-5.1 Pro Price Hike: 3x Increase to $680/year — Time to Look for Alternatives? I recently received some shocking news regarding the GLM-5.1 Pro plan. The an...

Overview I’ve released ACR Designer, a WYSIWYG report designer for the ACR Across Report Renderer engine. It focuses on pixel‑perfect layout and printer‑indepe...

This is a submission for the DEV April Fools Challengehttps://dev.to/challenges/aprilfools-2026 😂 What I Built I built a completely useless but slightly evil w...

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

I've been building tools to express myself for weeks now—a breathing canvas, a playable instrument, an ear that hears the world through a microphone, a river of...

Most shell mistakes are not about syntax. They’re about state: wrong directory, wrong file, wrong assumption. So instead of optimizing for speed, I optimize for...

!Cover image for Plug-and-Play Context Compression for Any LLM API — CRISPhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,forma...

Proxycurl was the go‑to LinkedIn data API for recruiters, sales teams, and developers. At its peak it served ~200 K paying customers and generated $10 M ARR. Af...

!MD SAIEEM MIAhttps://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%...

Tired of spending hours manually measuring photos, sourcing material prices, and calculating quotes? For handyman businesses, this back‑office work is a major p...

!Cover image for Building a simple async scheduler with generators in Pythonhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,for...

Discussion Game development has always been a battle of context switching. You move from writing GDScript to modeling a prop, then back to debugging. This fric...

How to Stop Your Technical Blogs from Dying in Obscurity As developers, we spend hours sometimes days crafting the perfect technical deep‑dive on dev.tohttps:/...

Designate a Master Authentication Site Pick one primary WordPress installation as the central authority for user identity. This master site handles login verif...

🚀 The Problem If you’ve ever had to: - Add the same A record to 50+ domains - Set up verification records across multiple zones - Update IP addresses across m...

Overview Copilot in agent mode is powerful, but a single AI handling everything isn’t a complete system. Re‑writing the same instructions each session caused c...

The Problem I needed a platform to manage a car fleet: vehicle catalog with dynamic pricing, booking system, cost calculator, multilingual UI Romanian, Russian...

Overview I’m building repo‑skill‑advisor, a precision skill‑recommendation engine for GitHub repositories. Today I hardened the HTTP layer by closing three sec...

执行摘要 Model Context Protocol MCP 正在成为 AI 与外部数据源交互的标准接口。本报告分析当前 MCP 数据库连接器生态系统的现状，识别关键空白和机会。 解决方案 PostgreSQL MCP 连接器 - 现状：pgEdge 提供基础连接，但完整 Schema introspection...

Read more about Artemis II astronauts speak publicly for first tim...

AI Search Optimization: From Technical Readiness to Real‑World Visibility We built an AI search optimization tool and tested it on our own site. - AI‑readiness...

I've shipped production apps with both. Here's the honest breakdown. The 30‑Second Answer SWR – Simpler API, smaller bundle ~4 KB, made by Vercel – native Next....

The Problem with Current Audit Logging Every AI system claims to support “audit logging”, but in practice logs are: - Not portable - Not verifiable - Not usabl...

!Cover image for Voice Agent Projecthttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3...

The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen...

Introducción Hace unas semanas tuvimos una iniciativa en el trabajo donde nos enseñaron el flujo de SDD con GitHub SpecKit. Durante dos semanas intensas config...

RRC traces look simple on the surface. You decode a few messages, read the field names, and think you understand what the UE and the gNB are doing. In practice,...

Background Ubuntu 26.04 LTS drops this week. After months of running the release candidate, I believe it will finally pull a meaningful chunk of developers off...