HackerNews

Ask HN: Do you also feel that it's impossible to keep up with AI?

I have a tech background, I haven't been super active in coding or other things, but I still play with stuff a lot. And yet, in the past ~2 years, I often feel that it's pretty much impossible to keep up with the latest AI development (in particular regarding vibe coding), which in turns gives me less energy or determination to explore the latest thing. How do you feel about it? And did you find a solution to stay motivated to learn and get better at using AI? Comments URL: https://news.yco...
🌍 Dev.to

Every DOE 202(c) emergency order of 2025-2026 in one CSV: 66 this year, and emergency orders in force on 76 days

The U.S. Department of Energy can order a utility or grid operator to keep running generation under section 202(c) of the Federal Power Act. DOE lists those orders on its website as text. I put every order, extension and amendment from DOE's 2025 and 2026 pages into one CSV (85 rows), with a small standard-library Python script whose tests check the counts against the table. What the table shows, as of 18 October 2026: 66 orders, extensions and amendments in 2026 so far , against 19 in...
Design a CDN: the content delivery network system design walkthrough
🌍 Dev.to

Design a CDN: the content delivery network system design walkthrough

Design a CDN: the content delivery network system design walkthrough The request to design a CDN sounds like a one-liner — put the files closer to the users — and that one line hides the whole interview. A content delivery network system design is not a file server with extra machines; it is a globally distributed read-through cache where a request from a phone in Mumbai should be answered by a server a few milliseconds away instead of crossing an ocean to your origin, and where the ha...
🌍 Dev.to

# Invoice AI: Turn Invoice Photos into Business Intelligence with an AI-Powered Business Analyst

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Invoice AI — Your Personal Business Analyst for Your Small Business! 🧾📊 For small shopkeepers and business owners: just click photos of your invoices on your phone, upload them, select whether each is a sales invoice or a purchase invoice , and DONE!! Your personal business dashboard and AI-powered business analyst are ready to help you understand your business better....
VoiceLedger: Turn a 20-Second Voice Note into a GST Invoice Using Open-Weight Gemma and MongoDB Atlas
🌍 Dev.to

VoiceLedger: Turn a 20-Second Voice Note into a GST Invoice Using Open-Weight Gemma and MongoDB Atlas

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Independent contractors in India—plumbers, electricians, freelance event photographers, mechanics, and home bakers—spend their entire day doing hands-on work. The last thing they want to do at 9:00 PM is sit at a desk, open a spreadsheet, look up HSN/SAC tax codes, separate material costs from labor charges, calculate CGST/SGST splits, and format a PDF bill. Because of this fri...
🌍 Dev.to

PSEC-99: A 3D Browser Game in C# and WASM, Without WebGL

Take a look at what the OpenSilver team has built. This game shows what C# and WebAssembly can do in the browser. How fast? Play it and see for yourself. Disclosure: I used to work with this team, so I know what they’re capable of. For those who don't know, OpenSilver was born long ago as a replacement for Silverlight, a kind of competitor to Flash (but way better). But, as usual, Microsoft killed it. Classic: from "this is the future" to "nah, HTML5 and React are the future." It compile...
RepoTrace — Make failing commands repeatable, inspectable, and testable
🌍 Dev.to

RepoTrace — Make failing commands repeatable, inspectable, and testable

Why it matters When a command fails in your project or CI, “it failed” is rarely enough to act on. RepoTrace saves the exact argv, exit code, stdout/stderr, working directory, and interpreter metadata so a failure becomes a replayable artifact — a single-file, JSON bug report that you can rerun, render as Markdown, or convert into a standalone pytest regression test. That preserves the signal of the original failure and turns debugging into a repeatable, auditable process. What RepoTrace i...
🌍 Dev.to

Design a failure test from what the user must never see

I make Just Every, a set of free, open-source alternatives to subscription work software, so I spend a lot of time deciding what a test should check. Nothing in the method below needs our code. A worked example from one of our products is at the end. Most test suites are organised around what the code does. I find a failure test easier to design from the other end: start with the wrong thing a user could see on screen. Here's an exercise for it. Run it on a throwaway environment with test ...
🌍 Dev.to

Find Departments with an Average Salary Above the Company Average

SQL Challenge. Find Departments with an Average Salary Above the Company Average Here’s a practical SQL interview question. Can you find which departments have an average salary higher than the company-wide average? Table 1: employees emp_id dept_id salary 101 10 80000 102 10 100000 103 10 90000 104 20 50000 105 20 60000 106 20 70000 107 30 40000 108 30 50000 Table 2: departments ...
Design a web search engine: the system design interview walkthrough
🌍 Dev.to

Design a web search engine: the system design interview walkthrough

Design a web search engine: the system design interview walkthrough The request to design a web search engine sounds impossibly large — "build Google" — and that size is exactly the trap. The sentence hides three separate systems: a crawler that discovers pages, an indexer that turns them into something searchable, and a serving layer that answers a query in the blink of an eye. A strong candidate says that out loud in the first minute, scopes the crawler to its own problem, and name...
🌍 Dev.to

How to Never Manually Obfuscate a .NET Assembly Again (Visual Studio CLI Guide)

If you are still opening a desktop GUI, hunting for your release DLL, and clicking an "Obfuscate" button every time you want to publish a C# or VB.NET application, you are leaving your CI/CD pipeline vulnerable to simple human error. In my day-to-day work as a Senior Software Developer building tools at Rustemsoft, I constantly see teams accidentally ship unprotected intermediate language (IL) simply because someone forgot a manual step. When we designed Opaquer .NET Obfuscator as the success...
🌍 Dev.to

Your Baseline Profile Is Committed, CI Runs It, and It's Still Doing Nothing

Your baseline-prof.txt is committed, CI runs the generator task every release, and the dashboard shows a nice fat profile file in the APK. Cold start is still slow. Here's the thing almost nobody checks: a baseline profile can be present, committed, and completely inert — and your build will never tell you. The three ways a baseline profile silently no-ops 1. It was generated against the wrong build variant BaselineProfileRule from Macrobenchmark has to run again...
🌍 Dev.to

Designing AI Notes You Can Actually Study From

An AI note-taking interface can produce a summary, ten flashcards, and a quiz from one document. That leaves a product question: what should someone do with each of those outputs? A useful design gives each format a clear job, lets people check its claims, and keeps mistakes from spreading across the whole note. Here is a small design walkthrough using an invented specification. It is an illustration, not a report of a deployed product or a user study. Example source: recording workf...
🌍 Lobsters

BBC Master Pi 1MHz Domesday

Dominic Plunkett has updated the BBC Micro PiMHz software to emulate most of the hardware for a BBC AIV system, including the LV player! Just add a trackball/mouse and a PiTubeDirect and you'll be able to run the Domesday disc! This video covers how the PiMHz implementation works (basically!), how to set it up and gives a demo of the Domesday Community and National Discs. Comments
🌍 Lobsters

Updates to site guidelines and AI/LLM tags

Hey folks, I've been having to perform an increasing number of moderation actions surrounding the vibecoding tag and AI/LLM related content. I started reading Lobsters because it had the most interesting viewpoints related to computing. During that time, I've found that this community is at it's best when it's trying to, in good faith, help others grow. In lieu of a larger and more rambling discussion on this point, we would like to try two changes encourage that behavior again and re-focu...
HackerNews

He Wants AI Benchmarking to Be a Science, Not a Dark Art

Article URL: https://www.quantamagazine.org/he-wants-ai-benchmarking-to-be-a-science-not-a-dark-art-20261016/ Comments URL: https://news.ycombinator.com/item?id=50146498 Points: 1 # Comments: 0
HackerNews

Show HN: Hybro – an open interoperability engine for AI agents

I built an open interoperability engine for AI agents. Connect your favorite agents and harnesses. Work together. Appreciate for any feedback. Comments URL: https://news.ycombinator.com/item?id=50146655 Points: 2 # Comments: 0
HackerNews

Don't filter your email based on AI detection

Article URL: https://blog.keyvan.net/p/dont-filter-your-email-based-on-ai Comments URL: https://news.ycombinator.com/item?id=50147051 Points: 1 # Comments: 1
HackerNews

AI Optimism Globally Widespread Despite Uneven Use

Article URL: https://news.gallup.com/poll/714593/optimism-globally-widespread-despite-uneven.aspx Comments URL: https://news.ycombinator.com/item?id=50147093 Points: 2 # Comments: 2
HackerNews

The Non-Tech AI

Article URL: https://thenontechai.com/ Comments URL: https://news.ycombinator.com/item?id=50147312 Points: 1 # Comments: 0