Introducción Hace tres semanas estaba depurando un error que solo aparecía en producción. Un endpoint de FastAPI devolvía datos de paginación inconsistentes cu...
GitHub Copilot Business sube a $24/mes por usuario Hace tres meses me llegó el correo que varios compañeros ya habían recibido: GitHub subía el precio de Copil...
Three months ago I shipped a RAG pipeline that I was genuinely proud of Semantic search over our internal docs, OpenAI embeddings, Pinecone on the backend. It...
markdown !Sanketh Subhashttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%...
TL;DR OpenClaw, an open‑source AI assistant platform, is massively compromised. Over 42,000 instances are exposed on the public internet, and 93 % have critica...
If you've ever needed to compare costs between GPT‑4o, Claude Sonnet, Gemini, or any other LLM before committing to a model, you know the pain: juggling browser...
AI Disclosure: This article was drafted with AI assistance and reviewed for technical accuracy. What x402 Actually Is x402 is an HTTP‑native payment protocol. W...
🚀 Executive Summary TL;DR: E‑commerce businesses often suffer from “app sprawl” – multiple disconnected applications that cause integration failures and opera...
Article URL: https://www.seattletimes.com/seattle-news/times-watchdog/seattle-womans-911-calls-reveal-gaps-in-ambulance-service/ Comments URL: https://news.ycom...
artificial-life A simple 300 lines of code reproduction of Computational Life: How Well-formed, Self-replicating Programs Emerge from Simple Interactionhttps:/...
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Zero‑Crash Pipeline for Dual‑GPU RTX 3060 12 GB × 2 Fine‑Tuning Running AI models on a mid‑range, multi‑GPU rig can feel like walking a tightrope. The followin...
TL;DR Stop running your AI brain on someone else’s servers. Here’s the exact stack I run on my homelab — in the order that actually makes sense to deploy it. T...
Introduction Sup HN, I got tired of bouncing between Flightradar, MarineTraffic, and Twitter every time something kicked off globally, so I built a dashboard c...
Production‑ready EKS deployment with Terraform — Karpenter autoscaling, self‑healing nodes, pod security standards, and multi‑AZ high availability. EKS is the m...
RAG Retrieval‑Augmented Generation is how enterprises are deploying LLMs without fine‑tuning. Most tutorials stop at the demo stage, but production RAG requires...
Article In vitro neurons learn and exhibit sentience when embodied in a game‑world 2022https://www.cell.com/neuron/fulltext/S0896-62732200806-6?_returnURL=http...
The Problem AI coding assistants forget everything between sessions. Every conversation starts from zero. You explain your architecture, your patterns, your pr...
I was paying for Google Analytics confusing, Hotjar $80 /mo for heatmaps, and a separate popup tool $30 /mo. Three dashboards, three scripts on my site, and not...
Introduction Kaeso was not defined wrong. Sometimes a product changes—not because the idea was wrong, but because working in problem‑solving areas naturally le...
A Real‑World Problem That I Keep Seeing A few weeks ago I reviewed a system where users uploaded files some > 300 MB. The original flow looked “reasonable”: 1....
!Cover image for Docker Imagenshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amaz...
Last updated: March 2026 ChatGPT has become the most widely used AI coding assistant in the world. But there's a massive gap between developers who get useful c...
Flying blind with proxies is expensive. Without monitoring, you don’t know which proxies are healthy, which are burned, or how much bandwidth you’re wasting on...
Mobile proxies command premium prices — $20‑50 per GB from providers. But with a few 4G dongles and a Raspberry Pi, you can create a personal mobile proxy farm...
Oracle’s Cost‑Cutting and Asset‑Sale Plans - Job Reductions - Oracle may cut 20,000–30,000 jobs. - Expected cash‑flow benefit: $8 billion–$10 billion. - Source:...
!Cover image for How to Start Learning Programming in the Age of AIhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/...
While working on a side project related to service reliability, I ran into a question that I’m curious about from people actually running chaos experiments. Mos...
Demo Phase and Initial Prototype I built Incident Lens AI, a forensic video analysis suite for crash reconstruction, as a frontend‑first proof of concept using...
Introduction You need object detection in your app. You have two paths: Run YOLO on your own GPU – free and fast, but requires a GPU, PyTorch, CUDA drivers, an...
The Problem If you’ve ever asked an assistant to “just add the feature”, you know the pain: - It adds a new folder structure you’ve never used. - It formats co...
Article URL: https://corticallabs.com/doom.html Comments URL: https://news.ycombinator.com/item?id=47297919 Points: 4 Comments: 0...
PHP 8.3 enums are perfect for managing fixed sets of values like video categories, regions, and cache policies. Below are the patterns we use at TopVideoHub. Us...
I still remember the first time I opened Figmahttps://www.figma.com. A blank canvas. A few frames. Some rectangles pretending to be buttons. That was design. Yo...
I Cut My Rails Hosting Costs by 70%: Migrating from Herokuhttps://www.heroku.com/ to Railwayhttps://railway.com/?referralCode=kZLahu !Cover image for I Cut My...
UPDATED Request to the European Commission to adhere to its own guidances 2026‑03‑05 – 2026‑03‑06https://blog.documentfoundation.org/blog/2026/03/05/cra-guidan...
I ported Linux to the PS5 and turned it into a Steam Machine. Running GTA 5 Enhanced with Ray Tracing. 🤯...
!Cover image for I built a pay-per-search API discovery engine — no API keys, just crypto x402https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cove...
Background It's been a while since I played with Godot. I have a series posted here from a few years ago pre‑ChatGPT when I made some good progress on a game....
Disk Almost Full? Your Dev Tools Are Probably to Blame You know that “disk almost full” notification that pops up right when you’re in the middle of something...
Overview I'm a solo developer in Taiwan. I built four AI agents that handle content, sales leads, security scanning, and operations for my tech agency—all on G...
Package‑Manager‑Like Quacking I spend a lot of time studying package managers, and after a while you develop an eye for things that quack like one. Plenty of t...
What We Will Build By the end of this tutorial you will have a production‑ready architecture for computer‑use agents that handles the failures demos never show...
Introduction Achieving low‑latency playback for 4K live events remains one of the most significant challenges in modern streaming infrastructure. As global dem...
When an AI agent finishes its work and passes it to the next agent, something critical is lost: the reasoning behind every decision made along the way. The rece...
Background Our team runs a Flask‑based SPA as an internal dashboard. As features grew, we needed a quick way to jump between services, so we created the App Hu...
The Traditional SaaS Model Classic SaaS follows a simple pattern: text User ↓ UI dashboard ↓ Software ↓ Business outcome Think about tools like CRM systems, an...
I've been running side projects and local dev environments for years. Every time I needed to expose a local service — test a webhook, share a WIP with a teammat...
