📖 Capítulo 1 – A Formação de Ataque Arquitetura CNN Toda estratégia vencedora exige fundamentos sólidos. No Deep Learning, isso significa projetar uma arquite...
Overview When it comes to healthcare, “hallucination” isn’t just a quirky AI bug—it’s a critical safety risk. Building a system that flags Drug‑Drug Interactio...
Introduction Platform engineering discussions often treat automation as if the main risk is simply not having enough of it—“not enough controllers.” While that...
The nvptx64-nvidia-cuda target is a compilation target for NVIDIA GPUs. When using this target, the final output is PTX. Two version choices shape that output:...
!Cover image for How to Generate Full React Components in 2 Seconds Using Custom Snippetshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gra...
Why AI Jumps to “Plausible Fixes” Tell AI “the API returns a 500 error.” Most of the time it adds a try‑catch or a null check. Sometimes the symptom disappears...
Modern Platforms and User Intent Modern platforms like YouTube and Netflix no longer rely solely on traditional query‑based systems. Instead, they leverage sem...
!Experoence Mattershttps://dev-to-uploads.s3.amazonaws.com/uploads/articles/kaqbo9qqmchnaqh8wb5d.png I’ve been reflecting on something in today’s tech hiring ma...
Introduction As a music producer, I constantly run into the same problem — I hear a track and need to know its tempo quickly. Existing tools are often cluttere...
Development Updates MiniScript 2 received a solid round of command‑line quality‑of‑life improvements this week. Joe added editable input history, searchable RE...
Overview The macOS launcher space has long been dominated by Alfred, but a 2026 survey of 300 active Mac developers shows a seismic shift: 50 % now use Raycast...
Building VoteWise India for PromptWars / Build with AI 2026 For PromptWars / Build with AI 2026, I built VoteWise India, a non‑partisan election‑process educat...
!Snowball Earthhttps://scx1.b-cdn.net/csz/news/800a/2018/5af0afa4a666b.jpg Credit: MTU During the Sturtian glacial period in the Neoproterozoic Era, Earth exper...
March Updates We spent March focused on expanding query optimization, building out partner integrations, continuing PostgreSQL testing, and improving the overa...
Overview First time with the Nylas CLI? nylas init is where everything starts. The command walks you through setting up the Nylas CLI in four steps: 1. Create...
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Overview I originally was just messing with pi‑autoresearch, giving it a sample task to build the most portable coding agent. The first cut was 6 KB of shell—g...
As a Full Stack & AI/ML Engineer, my daily workflow involves architecting LLM pipelines, scaling backend infrastructure, and dealing with complex data layers. W...
Published: Apr 30, 2026 Freedom of speech needs infrastructure that protects it by design — not only the protocols and servers, but the governance and funding t...
Overview Security researchers are sounding the alarm on a newly discovered vulnerability in the widely used web server management software cPanel and WebHost M...
Article URL: https://rivian.com/support/article/can-i-disable-all-data-collection-from-my-vehicle Comments URL: https://news.ycombinator.com/item?id=47967786 Po...
Introduction If you've ever tried building a SaaS or a tool aggregator, you know the drill: file uploads equal server costs. Processing PDFs or stripping image...
Article URL: https://theupsellgame.com/ Comments URL: https://news.ycombinator.com/item?id=47967508 Points: 14 Comments: 0...
Article URL: https://theupsellgame.com/ Comments URL: https://news.ycombinator.com/item?id=47967508 Points: 107 Comments: 19...
Salesforce faced significant infrastructure challenges while scaling Hyperforce, the platform powering thousands of cloud services. Fragmentation across more th...
Overview CTX 1.0.12 connects agents to durable CTX memory. One‑line thesis: agents should not restart from chat history; they should recover structured working...
Most market research is a lie. People say they’ll buy a product in a survey, but then they abandon their cart in real life. Yesterday, I launched Sediman to bri...
Article URL: https://www.wsj.com/politics/policy/senators-vote-to-ban-themselves-from-trading-on-prediction-markets-ae4535dd Comments URL: https://news.ycombina...
Background Since I published the Carrot disclosure for Forgejo two days ago, numerous things have happened. Reactions - Friends were contacted and asked to “ta...
Flash sales are brutal stress tests for your Shopify store. You spend weeks building hype, send the email blast, and within 60 seconds — your site slows to a cr...
If you've ever installed a database on a VM, configured backups at 2 AM, worried about failover, or tuned Linux memory for MySQL—you already know the pain. Now...
Yesterday I finally deployed my micro‑service stack to production, only to see user reports of sudden latency spikes and error 429 flood. The fix didn’t come fr...
The Structure I keep things split into simple layers: - Api – Handles HTTP and controllers. - Application – Contains the logic like login and register. - Domai...
!Cover image for Frontend Engineers Should Care More About Infrastructurehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format...
When building a durable workflow execution system on Postgres One of the most common questions we get is “does Postgres scale?” There are plenty of posts from...
!Cover image for How I reduced AI codebase context from 100K to 5K tokens using a graph-based RAGhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=c...
A recent piece of news concerning Google’s work on Android for tablets really drove home a point that’s been evident to many people for a long while. According...
What is a Vector Database? A vector database stores vectors points in a high‑dimensional space so that data with similar meanings are positioned close together...
Part 1: Why Vibe Coding Breaks Down _Last month, I spent an afternoon building a URL shortener with Claude._ The first prompt worked beautifully. Code appeared...
!Cover image for I Got Bored and Cleaned Up 150+ GitHub Repos with a Tool I Built in Gohttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravi...
Background A lot of what I keep reading online about shipping LLM agents to production skips over the database layer, and I think that is going to be the awkwa...
JavaScript Event Loop – Rendering and the Browser Part 5 This is the fifth article in a series on how JavaScript actually runs. You can read the full series he...
Filenames are a concise means of conveying information about source code to fellow developers. One such convention is util. Commonly understood to stand for 'ut...
Advertising uses love to sell stuff, like nylons. It also uses the word 'love' in trivialising ways -- do you 'love' your oven? When I hear about trust in the c...
The Problem: The “Array.map” Trap Most developers process data like this: js const data = JSON.parsefs.readFileSync'huge-file.json'; // ❌ Memory spikes here co...
Overview A few weeks ago I was reviewing the Amazon CloudWatch RUM dashboard for a web application I maintain. Page‑views were suspiciously low. After some dig...
