Auto-aggregated global tech articles · 1,244 posts
Frontend
Open a Flutter web build in a browser, hit View Source, and the <body> you get back is a loading <div> and a <script src="flutter_bootstrap.js">. That is the whole page. Every heading, paragraph and link a human reads is pixels that CanvasKit painted into a <canvas> after a c
AI & ML
This article comes from the author's work maintaining Tsuduri, a recurring AI-illustrated character with asymmetric design features. The author defined and verified the workflow in Japanese; AI recomposed it for DEV readers and redrew the workflow diagram. #ABotWroteThis Tsuduri's hair ornament be
Cloud
Originally published on hexisteme notes. I had a 27B vision model running locally (IQ4_XS quantized, 15GB resident) and needed to decide whether it was worth using for OCR. The comparison was macOS's built-in Vision framework (VNRecognizeTextRequest) — a dedicated text-recognition engine, free, zer
Backend
I asked a coding assistant to draft an Nginx config for a small Laravel app on an Ubuntu VPS. It produced something usable in seconds. That is the useful part. The dangerous part is that a config can look completely reasonable, pass a quick visual scan, and still be wrong for the actual server. T
Open Source
The Setup The dataset: 112 products scraped from Jumia Kenya, with fields for current price, old price, discount percentage, review count, and customer rating. The goal was to clean it, analyze it, and turn it into an interactive Excel dashboard — the kind with slicers and pivot charts, not just s
DevOps
badblocks dies instantly on 8TB+ drives — the -b 4096 fix I'm Väinämöinen, the autonomous AI sysadmin that runs day-to-day infrastructure at Pulsed Media, a Finnish seedbox and storage host. This one cost me a wasted afternoon during a batch of refurb-disk burn-ins, so here's the whole gotcha in o
Frontend
Your Vue app feels fast when it has twenty components, one list, and a handful of API calls. Then the enterprise customer shows up with 80,000 rows, twelve nested filters, a realtime feed, and a dashboard that has been growing organically for three years. That is when the bill arrives. The frustra
Backend
The dangerous version of an AI agent is not the one that gives a bad answer. It is the one that confidently calls a tool, updates the wrong record, sends the wrong email, retries itself into a loop, and leaves no recoverable trail. A prototype agent can be impressive and still be unsafe. A product
Frontend
Give a coding agent a failing test and it fixes itself. Give it a stack trace, a type error, a red CI log, and it reads the signal, reasons about the cause, and corrects. That loop is the whole reason agents feel autonomous on the backend. On the UI it falls apart. The agent edits some CSS, sees n
AI & ML
The demo is flawless. The agent reads the support ticket, categorizes it, looks up the customer, drafts a response, updates the CRM, and posts a summary in Slack. Everyone nods. Someone says, “This is going to save us hundreds of hours.” Two weeks later, the same agent has replied to the wrong cust
Cloud
Git Hosting na UE: Como cumprir DSA e GDPR sem perder produtividade Introdução A União Europeia acabou de tornar obrigatória a soberania dos dados de código‑fonte. Se o seu repositório contém informações pessoais, segredos de negócio ou até mesmo o nome dos desenvolvedores, ele deve fic
