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Article URL: https://publicdomainreview.org/essay/ars-notoria/ Comments URL: https://news.ycombinator.com/item?id=49143001 Points: 27 # Comments: 3

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Article URL: https://arxiv.org/abs/2607.20349 Comments URL: https://news.ycombinator.com/item?id=49143289 Points: 15 # Comments: 4

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I kept running into the same problem: ChatGPT would help me think through an architecture, Claude Code would help me implement it, Cursor or Windsurf would touch the repo later, and every handoff would lose context. Not just “what files exist,” but the stuff that actually matters: why we chose one approach, what we already rejected, what the project conventions are, what setup detail will bite later, and what the agent learned last time. So I built mem-port : a local MCP server that gives A...

I started kind of tinkering with Ai and it all is super fascinating, particularly interesting to me is prompt structure. So I would like to ask is formatting your prompt (persona, few shot negative, whatever else) gives you much better results than without? I want to know it to determine for myself balance between effort dedicated to quality prompt vs quality of output given through that prompt

People in my org tell me using the org certified AI is more secure because we are on an enterprise plan where our data is not used for training. Sure, I will use the company AI. But... Apple is suing OpenAI for for allegedly stealing trade secrets, where it was said employees were instructued by OpenAI to bring parts from apple into "show and tell" interviews at OpenAI and even take the company laptop with them. Also, the models are literally based on strip mining copyrighted media a...

I don't know if anybody knows the site but don't ever use that shit, hackaigc is a scam, please if you see this crap website shit on it.

Speak your expenses and get instant spending insights Discussion | Link

Financial Infra for the AI era Discussion | Link

Customize your web audio with a real-time EQ Discussion | Link

A local Windows workbench for Claude Code and Codex Discussion | Link

A Claude Code alternative for people who avoid the terminal Discussion | Link

Free open-source screen recorder & demo editor Discussion | Link

Your Personal AI Representative for calls, email, and tasks Discussion | Link

Build Voice AI agents that actually speak India Discussion | Link

Make your bio link worth clicking Discussion | Link

On-device Mac dictation that types into any app Discussion | Link

We build Zugo , which turns one written sentence into a running game, site or app. For a while, the thing that decided whether a build had succeeded was this: function htmlComplete ( text ) { return /< \/ html>/i . test ( text ); } A closing tag. That was the gate. If the model emitted </html> , the turn was a success, the green tick appeared, and the credits were charged. Whether the page actually opened was not part of the decision, becau...

Hiring a Shopify developer is not a single decision — it's at least three decisions disguised as one. Do you need a developer at all, or will a well-configured theme and a few apps get you there? If you do need a developer, are you building on liquid or going headless? And is the person you're talking to actually qualified for the version of Shopify you're running? Getting those three questions wrong costs real money. When you actually need to hire a Shopify developer Shopify's d...

Builder Journal · Mars Environmental Dynamics Analyzer (MEDA) Virtual Sensor Recovery Every Kaggle competition page carries the same line of small print under the standings. This leaderboard is calculated with approximately 50% of the test data. The final results will be based on the other 50%. Everybody reads it. Everybody nods. Almost nobody asks which 50%. I asked, and then I measured it, and it is not a random sample. It is the first 1,974,995 rows in spacecraft clock order, which i...

Our Lean 4 + mathlib project used to spend 41 minutes in CI on every single PR. Today, the worst case — rebuilding the heaviest files from scratch — takes 12 minutes, and an ordinary PR finishes in a few minutes on an incremental build. What we fixed Before After Kernel axiom audit 7m 11s 11s An ordinary PR 41m (full rebuild, always) a few minutes (incremental) Worst case (heaviest files fully rebuilt) 41m (same) 12m This article re...

The uncomfortable truth about learning to code I want you to answer this question honestly. Your answer will decide the value of this article for you. It might be the thing that pulls you out of this trap and helps you get 10x more productive. Has it ever happened to you that you watched a 6-hour-long tutorial, and when you try to build something on your own, you're blank? I mean, how is this even possible? You understood everything in the video, but the moment you had to think for your...

The PR added a WhatsApp notification channel. Three changes: a new WhatsAppSender class, fair. Its registration, fair. And NotificationSenderFactory , where a switch statement quietly grew its fourth arm. I've been approving some version of that third change since 2016 — different codebases, same class, same switch. Keyed services made it deletable back in .NET 8, and this week, on .NET 10, I finally sat down and deleted it. The class in question You've written this class. May...

Django and React.js library management system 🚀 Dev.to Article Summary CityLibrary is a full-stack library management system built with React 19 , Django 5 , and Django REST Framework . It features a type-safe, responsive frontend powered by TanStack Router , TanStack Query , and TanStack Store , along with a Django Unfold administrative dashboard. Authentication is secured using native session cookies, and media assets are managed seamlessly via Cloudinary . ...

I cancelled a coroutine. It kept running for 8 more seconds. It just did not care. This was a search screen. You type, it fires a network request. Type again, it cancels the old request and fires a new one. Standard stuff. Except the old request kept running, and every so often it finished last and painted stale results right over the fresh ones. I had called cancel. I had watched it run in the debugger. The job was "cancelled." And still it went on. The culprit was one line I wrote myself...

{ Abhilash Kumar Bhattaram : Follow on LinkedIn } I spend my days on the infrastructure side of things — migrations, capacity planning, licensing conversations, moving workloads onto Oracle Autonomous AI Database and OCI. I don't write mobile apps. I've never shipped an Android build or wrestled with an Xcode provisioning profile. So when I first heard about Oracle Backend with Firebase APIs , my honest first reaction was: "that's a developer thing, not my thing , but I relaize...

A few months ago I published TravelAI.Core, a .NET library for searching travel destinations using AI. Version 2.0.0 shipped with support for OpenAI, Anthropic, Azure OpenAI, and Ollama. It works. People are using it. But it's still just a library. One package, doing one job, called directly from your code. That's not how production systems work. So I'm upgrading it. What TravelAI.Core looks like today You install the package, call a method, and it searches destinations usi...

You've probably sat in this meeting. Someone asks, "so where are we with AI, actually?" — and six people give six different answers. Last year, the questions were "should we do this?" and "how do we prove ROI?" This year, those questions have mostly disappeared. What replaced them are harder, more foundational questions. If nobody at your company is asking them yet, that's the thing to worry about. NLW came back from KPMG's annual Tech and Innovation Symposium with six questions that...

I deployed nine new pages this week. The CLI said what it always says: ✨ Success! Uploaded 14 files Deployed (5.61 sec) Twenty seconds later I checked the actual URLs, because someone in a thread here had spent six rounds teaching me not to trust a report about the wrong thing: synology - htaccess - does - nothing 404 php - 74 - str - starts - with - fatal - error 200 pwa - still - showing - old - version 404 php...