Auto-aggregated global tech articles · 3,394 posts
Colleges ask for GenAI workshops and get slide decks about the history of neural networks. Students should leave a workshop with something running that they built, and a way to tell whether it works. This is the one-day plan I deliver, sized for 30 to 60 students with laptops. Prerequisite
Originally published at nlocoding.com 64%of JetBrains users say AI code assistants doubled their productivity in 2026 (JetBrains Developer Ecosystem Survey). AI isn’t coming for your job. It’s sitting in your IDE, writing half your code for you. In 2026, the best AI code assistant for IntelliJ
Preface this by saying I have moral scrupulosity/ social judgment-related OCD, so there’s that lol I see people on here still writing their code by hand; at my company we do not have that option unless we outright defy orders from our boss, which I assume would get you fired. I get a lot less satisf
Two kinds of control planes dominate the 2026 platform tooling landscape. An internal developer platform — Backstage, Port, Cortex, OpsLevel — holds the catalog: what services exist, who owns them, how they depend on each other. And, increasingly, an AI agent governance layer — MCP gateways, model g
A guardrail you haven't tried to violate is just documentation with better formatting. That's the premise behind aws-boundary: an AWS multi-account setup using AWS Organizations, where a management account defines security guardrails and a separate member account operates under full administrator a
Have you ever watched a remote coding session pass every test while your laptop failed the same pytest command? I spent a weekend writing field notes on that split, because those two Python processes were never actually the same program. The remote workspace looked honest from the first green line,
First-years arrive with two things: enormous energy and no map. Most mentoring wastes the first by failing to provide the second. After mentoring 200+ students through TechVerse Enclave and speaking to a full hall of first-years at the VSICS BCA Induction, here is what I have found actually moves th
If you read my previous posts on topology spread and the affinity club, we mostly talked about Pod placement: which nodes can accept a new Pod, and how topology spread constraints keep replicas balanced. But clusters consist of nodes, and nodes need maintenance too. A worker node may need an operat
Q&A is where I learn the most as an evaluator, because a team's answers reveal what the demo hid. Teams that prepare for these questions look like engineers; teams that improvise look like they got lucky. Prepare all fifteen; you will be asked five. About the demo Which part of wha
Introduction Excel is a spreadsheet software tool that is widely used to organize, format, calculate, and analyze data in rows and columns. Its popularity stems from its user-friendly interface and powerful built-in functions and features, which make it easy for beginners and professionals alike to
A few months ago, I wrote about a feeling I still have today: AI models, and especially coding agents, no longer give me the same sense of huge leaps that they used to. I am not saying they are not improving. Newer models usually make fewer mistakes, follow instructions better, and sometimes solve
El problema que casi nadie mira hasta que es tarde Trabajando en infraestructura para más de 25 sedes de una corporación, aprendí algo que se repite en todo el sector IT: el problema casi nunca es la falta de registros — es que nadie los revisa. Cada servidor, cada firewall, cada endpoint genera l
An AI health companion that answers — and places — phone calls in Hindi and English, built on LiveKit and Murf Falcon over ten days of shipping one feature at a time. By Siddharth Agarwal · Health Access track, 10-day voice-agent build · github.com/siddharthagarwal1983/sid-voice-for-bharat
I've been interested in this functionality (when a site detects your adblocker and kindly asks u to whitelist). The only idea that comes to mind is setting a div in the layout with "ad" class or something similar, and then if a user has adblocker the adblocker would be removing this div from the dom
Nvidia is reportedly finalizing a massive investment in Nscale, a British artificial intelligence cloud provider. This funding round aims to raise $3.5 billion as the startup prepares for a public stock listing. The deal highlights a growing trend where chip suppliers provide the capital their custo
Boox teased the Picco, its take on the buzzy Xteink X4 e-reader, back in July, but provided almost no details. Now, thanks to some reporting out of IFA, we've got a bit more info, though sadly still no price. Unlike the Xteink devices, the Picco will not have magnets on the back for attaching to […]
If you're building AI applications, you've probably heard about prompt injection attacks. Users sending things like "Ignore all previous instructions" or hiding malicious payloads in Base64 to bypass your filters. I got tired of seeing the same vulnerability in every LLM app, so I built a simple API
The system still runs the business. It is also on a version nobody supports, two people understand it, and the quote you got for replacing it came with the phrase feature parity and a timeline in years. This page is written from your side of that quote. What modernization actually covers, why the qu
Most prompts fail not because you forgot a magic phrase but because you are driving a probabilistic sequence model with a brittle text interface. The prompt becomes tokens, gets embedded, passes through attention layers with position dependent biases, and decodes token by token under sensitivity to
My marketing homepage has interactive game demos, scroll animations, and a lot of moving parts. All of that kills first load if you ship it in one bundle. Here's how I kept it fast without cutting the fun stuff. Server-render the hero, lazy-load the rest. The only thing that needs to be fast is wha
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