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When developing an AI-powered application, everything feels flawless in the local environment. You send a prompt to OpenAI or Anthropic, and within seconds, you get a pristine response. But the moment you deploy to production, the harsh reality of AI infrastructure hits you. Large Language Model (LL
Hello everyone! 👋 I'm excited to finally join the DEV community. I hold a First Class Honors degree in Physics, and for the past several months, I've been diving deep into software development and data science. Python Coding: I've been following a structured curriculum mastering libraries like pand
Let’s be honest: you just want your container to talk to the internet. Instead, someone handed you a YAML file with three different kind: fields and said “It depends.” If you’re a backend or full-stack dev who breaks out in hives at the thought of kubectl get nodes, this is for you. We’re going to i
I maintain an open-source GitHub Action called vorsken. It does one thing: scan the diff on a pull request with Semgrep, apply a fixed policy, and return BLOCK, FLAG, or PASS. No dashboard, no model that drifts over time. Rules at ERROR/HIGH/CRITICAL severity block the merge, WARNING/MEDIUM flag it,
Hi everyone! 👋 This is my first time sharing a project with the community, and I'd love to showcase something I've been working on over the past few months. StorySync is an open-source manga and manhwa tracking application built with Flutter. I created it to provide a clean, modern, and local-first
Android icon design is simultaneously more flexible and more complex than iOS. While Apple enforces a single rounded-rectangle shape for all icons, Android has evolved through multiple icon paradigms — from the wild-west era of any-shape icons in early Android versions, through the Material Design e
Seeing different query results within the same transaction in a gbase database can be confusing. Many operators suspect caching, replication lag, or driver issues. However, the root cause often lies in a mismatch between the application’s expectation and the default READ COMMITTED isolation level, w
AI agents are moving from chat into action. They can call tools, send emails, update records, delete data, trigger workflows, deploy code, issue refunds, change IAM permissions, and interact with MCP servers. That shift is powerful. It is also where things start to get dangerous. Most AI safety conv
Anthropic's new flagship aced our math problem and shipped a spotless game—then drained our entire token quota in a single prompt. We ran it through six tests, and here's how it did.
I spent 5 days testing out the Salomon XT-6 sneakers in extreme heat, walking around the city of Lisbon. Here's what happened.
Walmart's patio and garden sale is seriously good! Here are the best deals under $50 worth shopping for a summer refresh.
Which Broadway show will win big this year? Here's how to watch the "Tony Awards" 2026 online, from anywhere and potentially for free.
I stopped collecting prompts and started building workflows.
WWDC 2026 is going to introduce Apple's latest software developments, including Apple Intelligence and a new Siri that will be taking charge.
We tracked down the author behind that IETF IPv8 draft.
Xbox Games Showcase returns for 2026, offering new reveals and trailers for some of the biggest upcoming games, including Fable 4, Gears of War: E-Day, Call of Duty Modern Warfare 4 and more.
It's a one-minute fix for VLC to use your GPU's upscaler
Google Home just got a lot smarter, and to be honest, a little creepier
There's a pattern I've noticed with every new AI coding tool that comes out: they all want you to switch editors. Or open a new terminal. Or context-switch into some standalone app. I DON'T WANT TO DO THAT My entire dev workflow lives in VS Code. My keybindings, my split panes, my snippets, my exten
How to Auto-Sync Your Hashnode Blog to Dev.to Using GitHub Actions (2026 Guide) FOLASAYO SAMUEL OLAYEMI Jun 7 #discuss #automation #tutorial #devops 5 reactions Add Comment 5 min read
