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Right now, as we speak a lot of agents are doing clunky things to operate websites from Codex to Claude, all those website owners might not have the resources to setup an MCP or API just for agents. If this was an exceptional case how come Claude and Codex are still operating websites using clunk embedded web browsers and headless chrome complications.

It would take a lot to setup an API for certain resources when you consider stuff from security to compliance, but if you could just slap on a React plugin on already existing UIs so now agents can use the same site as humans already do.

there are cases where an API is not feasible

Ask HN: Why are we still building web UI's just for human consumption?

It is becoming increasingly clear that AI agents will do more on the internet and operate many websites, so why are web UIs still built only for how humans use them? Why isn't it being extended so AI agents can talk to websites? Right now, the ridiculous amount of complexity it takes for AI agents to operate a website and perform simple operations is crazy; look at the Claude Chrome extension,...

( Read More... | 5 comments | on HN )

ScreenStack Is Looking for Design Partners

If your team is hiring and conducting interviews, I urge you to consider ScreenStack: an all-in-one interview platform that replaces your fragmented stack of tools.It was built by engineers who have spent years at FAANG, conducted over 400 hours of interviews, and felt the pain firsthand: juggling Zoom, CoderPad, Excalidraw, and an AI notetaker, then burning hours stitching them together to...

( Read More... | no comments | on HN )

Show HN: I ran 400 hours of interviews, so I built the tool I wished existed

I've spent almost a decade at one of the FAANG companies, and I've conducted over 400 hours of software engineering interviews. The frustration led me to build ScreenStack.You see, the interviewing stack today is fragmented. To conduct an interview, you'll have to schedule a conference call on Zoom/Google Meet/MS Teams, then have a CoderPad session, and, most recently, connect your AI...

( Read More... | 2 comments | on HN )
It uses a very tiny model, small enough to run in a browser, so it is not very smart https://huggingface.co/onnx-community/Florence-2-base-ft

Show HN: Turn photos into Wordle puzzles with AI that runs 100% in your browser

https://momentsgame.com/

I built Moments to get this game idea out of my head, finally. My original goal was to run on-device models specifically in mobile browsers, but running local vision models directly in phone browsers is still very much too early, so I focused on desktop.How it works:- You upload a photo.- A local vision model running entirely in your browser captions it and picks a prominent object from the...

( Read More... | 2 comments | on HN )

Ask HN: I don't get why Anthropic is limiting usage

I’m trying to understand the rationale behind Anthropic limiting certain types of third-party usage, e.g., OpenClawFrom a naive perspective, more usage should mean more revenue since customers pay per token. So why restrict it? If a third party is generating heavy usage, isn’t that ultimately beneficial for revenue and growth?What other factors are they considering that are not immediately...

( Read More... | 7 comments | 2 points | on HN )
Re:Apple M5 chip on Thursday October 16, 2025 @03:33AM (#45602442)
Yes, but where are the production desktop app using on-device AI right now?
Re:Ask HN: Do You Use Teamblind.com? on Thursday October 02, 2025 @04:37PM (#45455252)
I'd really love to know other sources that can give you real information from actual people about tech careers & compensation & all minutiae of interviews & weird company tips. Do share
Re:Ask HN: Do You Use Teamblind.com? on Thursday October 02, 2025 @01:56AM (#45446704)
I first stumbled on Blind while job hunting, and since then I’ve used it as a resource, not a social media platform like most people do. I follow specific tags like software engineering and career, and I don’t keep notifications on (in fact, the only app with notifications on my phone is WhatsApp).

For interviews, I search company-specific tags to find discussions and tips, ChatGPT makes it even easier now to extract insights from those threads. I also use it for compensation research. Occasionally, I’ll check company gossip, and I have to say, Blind has correctly predicted layoffs at my employer twice. Beneath all the noise, some people really do share valuable inside information.

That’s why I treat Blind as a data-gathering tool, not a hangout. I mainly open it for interviews, negotiations, compensation benchmarks, or to get the general sentiment around a company. Honestly, I wish they had an API like Reddit’s, it would make pulling insights so much easier.

Re:Ask HN: Do You Use Teamblind.com? on Wednesday October 01, 2025 @05:46PM (#45443927)
I don’t use Teamblind as often as I used to, but it played a huge role in my career growth. Coming from a developing country, it helped me level the playing field. Through the platform, I discovered FAANG(current employer for 6yrs now), Leetcode, structured ways to prepare for interviews, and even the fact that sign-on bonuses exist, something I had no idea about before.

Teamblind has been so impactful for me that I’m more than happy to pay for it. While there’s certainly noise on the platform, I’ve learned to focus on the insightful conversations and resources that matter. If you are in the US it might not be so useful, but for us outside, it is gold.

I've been on HN for way longer than Blind, but Blind had had the most impact in my career & I'm grateful for that.

It sounds like screen sharing is the main pain. When that popup blocks your demo, what do you usually do in the moment? ignore it, drag it, or stop to fix it?
Interesting throwback, sounds like Intel’s app felt way simpler. When you use modern tools now, what’s the part that feels most overcomplicated compared to that old phone-book style experience?
Makes sense. When you do have to jump on Zoom/Teams/Meet, what’s the part that slows you down the most, is it setup, figuring out controls, or just the constant prompts?

Ask HN: What frustrates you most about video conferencing tools?

I work at a FAANG and have spent the last 5+ years building video conferencing tools. I hacked together a Chrome extension to fix my video colour. I planned to add more features: local recordings, on-device AI transcripts and summaries, and clean screenshots of screen shares. Then my company shut down our in-house tool and moved to Zoom. Around the same time, I joined a new team and had to...

( Read More... | 8 comments | 3 points | on HN )
Re:Ask HN: What are you working on? (July 2025) on Sunday August 03, 2025 @06:53PM (#44780532)
For a lot of teachers in rural parts of the world, they might have a laptop but they are underserved when it comes to AI. I noticed that a lot of them still manually create questions which is a time consuming process. I created an offline first desktop app for this. https://github.com/dokasto/Saidia

Show HN: Offline-First AI Assistant for Educators

https://github.com/dokasto/Saidia

Saidia is an offline-first AI assistant tailored for educators, enabling them to generate questions directly from source materials.Built using Electron, Ollama, and Gemma 3n, Saidia functions entirely offline and is optimised for basic hardware. It's ideal for areas with unreliable internet and power, empowering educators with powerful teaching resources where cloud-based tools are impractical...

( Read More... | no comments | 2 points | on HN )

Ask HN: I built a Wordle-like game that uses your photos and offline AI

Hi HN,I’ve been working on a game idea inspired by Wordle, but with a unique twist: it uses your own photos to generate guessing words. Here’s how it works: the app picks a random picture from your gallery. It uses a small language model (SLM), running entirely on your phone, to identify a word from the image. The chosen word could describe an object, the mood, or any notable feature in the...

( Read More... | no comments | on HN )
Re:Ask HN: Are LLMs just answering what we want to hear? on Saturday March 29, 2025 @01:34PM (#43517126)
this is really good, just tried
Re:Andrej Karpathy on the State of Web Development on Saturday March 29, 2025 @09:03AM (#43515201)
People saying just use vanilla have never tried to build a modern web application with a rich UI.
Re:Ask HN: How do you use local LLMs? on Sunday February 23, 2025 @03:29AM (#43147760)
I use Deepseek via LLM studio for reading sensitive/non-sensitive docs, contracts, searching bank statements & bills.
Thank you!
> I have to say this comes across a little insulting to machine learning engineers.

How so? I have a lot of respect for ML engineers and I know what they do is no easy feat. However, I do not intend to get into ML, I see it as a tool to help me achieve an objective. My goal is to utilise said tool to achieve an objective, I have no intention of becoming an expert in this area. It's just like CSS when you want to use it, do you have to care about how the browser rendering works? No you don't, you simply use CSS.

Ask HN: Resource to learn how to train and use ML Models

I am an experienced software engineer with decent knowledge of Python. I've used Machine Learning Models in the past to do stuff like background blurring etc.What do I want? I want to be able to train models and use them for the applications I intend to build. I honestly do not care about the Math, statistics or theory behind them. I just want to know enough to be able to train a model, use a...

( Read More... | 10 comments | 2 points | on HN )
This is amazing! could this be applied to handle payments? Specifically in countries/areas with poor/low internet penetration.

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