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AI productivity gains vanish when you measure them honestly
23+ min ago (519+ words) Each vendor promises that AI coding tools will increase your productivity by 40%. But senior engineers kept a time log. It's the difference between those two numbers that makes you blush. A recent discussion among experienced developers revealed something uncomfortable. When…...
Self-Hosting Experience with Jetson Orin Nano and Ollama "
35+ min ago (28+ words) I don't know where to begin. This is a long story, but it all started when I saw that DEV was having. .. Tagged with ubuntu, nvidia, webdev, ai....
The Priority Queue: My Jedi Training with Heaps
46+ min ago (477+ words) Honestly, I used to dread interview questions that asked for "the top'K frequent elements" or "merge'K sorted lists." I'd reach for a naive solution'sort the whole array, or shove everything into a list and repeatedly scan for the minimum. The…...
I deployed my backend on Render and almost immediately hit a wall.
33+ min ago (251+ words) The CNJ (Brazil's national justice council) has a public API I was using to pull data for Bid Track, a side project for tracking legal bids and the issue was that Render provisions servers in North America by default. The…...
Pandas and Data Visualization Using Matplotlib and Seaborn
31+ min ago (163+ words) New chapter in Learning data analytics and data science. The focus now is on Pandas as a Python. .. Tagged with datascience, dataengineering, analytics, deeplearning....
Australian ABN validation for Saa S developers
35+ min ago (468+ words) Selling to Australian businesses and never heard of ABN? That's fine, most people building global Saa S haven't. But once you have an Australian business customer, they're going to ask for it on the invoice. And if you don't collect…...
How I Built a Counter Program in Anchor and Learned to Trust My Tests
44+ min ago (557+ words) I spent a week building a counter program in Anchor " the Rust framework for writing Solana programs. By the end I had two instructions, one authorization constraint, and a test suite I could actually trust. Here is what I built,…...
Shieldly Launch Offer: AI-Powered AWS IAM Security from $1. 90/Month
48+ min ago (195+ words) We launched Shieldly last week " AI-Powered security analysis for AWS IAM policies, Cloud Formation templates, and costs. The reaction so far has been consistent: "Why does every other IAM tool require an enterprise contract before I can see a single…...
Building a Kernel-Integrated AI that Doesn't Hallucinate
32+ min ago (701+ words) IONA OS is an operating system written from scratch in Rust. It has its own kernel, its own GUI, its own blockchain protocol, its own programming language (Flux), and " since recently " its own kernel-integrated AI. Not a chatbot. Not a…...
proven-python: make your AI agent prove its Python before calling it done
35+ min ago (207+ words) Most code an AI agent writes looks right. It compiles, it reads well, it probably works. "Probably" is the problem. The agent stops when the work looks done, and "looks done" is rarely "proven done." You find the gap later,…...