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The Other Leverage in Software and AI

https://tomtunguz.com/the-other-leverage-in-software-and-ai/
1•gmays•1m ago•0 comments

AUR malware scanner written in Rust

https://github.com/Sohimaster/traur
2•sohimaster•3m ago•0 comments

Free FFmpeg API [video]

https://www.youtube.com/watch?v=6RAuSVa4MLI
2•harshalone•3m ago•1 comments

Are AI agents ready for the workplace? A new benchmark raises doubts

https://techcrunch.com/2026/01/22/are-ai-agents-ready-for-the-workplace-a-new-benchmark-raises-do...
2•PaulHoule•8m ago•0 comments

Show HN: AI Watermark and Stego Scanner

https://ulrischa.github.io/AIWatermarkDetector/
1•ulrischa•9m ago•0 comments

Clarity vs. complexity: the invisible work of subtraction

https://www.alexscamp.com/p/clarity-vs-complexity-the-invisible
1•dovhyi•10m ago•0 comments

Solid-State Freezer Needs No Refrigerants

https://spectrum.ieee.org/subzero-elastocaloric-cooling
1•Brajeshwar•10m ago•0 comments

Ask HN: Will LLMs/AI Decrease Human Intelligence and Make Expertise a Commodity?

1•mc-0•12m ago•1 comments

From Zero to Hero: A Brief Introduction to Spring Boot

https://jcob-sikorski.github.io/me/writing/from-zero-to-hello-world-spring-boot
1•jcob_sikorski•12m ago•0 comments

NSA detected phone call between foreign intelligence and person close to Trump

https://www.theguardian.com/us-news/2026/feb/07/nsa-foreign-intelligence-trump-whistleblower
6•c420•12m ago•0 comments

How to Fake a Robotics Result

https://itcanthink.substack.com/p/how-to-fake-a-robotics-result
1•ai_critic•13m ago•0 comments

It's time for the world to boycott the US

https://www.aljazeera.com/opinions/2026/2/5/its-time-for-the-world-to-boycott-the-us
3•HotGarbage•13m ago•0 comments

Show HN: Semantic Search for terminal commands in the Browser (No Back end)

https://jslambda.github.io/tldr-vsearch/
1•jslambda•13m ago•1 comments

The AI CEO Experiment

https://yukicapital.com/blog/the-ai-ceo-experiment/
2•romainsimon•15m ago•0 comments

Speed up responses with fast mode

https://code.claude.com/docs/en/fast-mode
3•surprisetalk•18m ago•0 comments

MS-DOS game copy protection and cracks

https://www.dosdays.co.uk/topics/game_cracks.php
3•TheCraiggers•19m ago•0 comments

Updates on GNU/Hurd progress [video]

https://fosdem.org/2026/schedule/event/7FZXHF-updates_on_gnuhurd_progress_rump_drivers_64bit_smp_...
2•birdculture•20m ago•0 comments

Epstein took a photo of his 2015 dinner with Zuckerberg and Musk

https://xcancel.com/search?f=tweets&q=davenewworld_2%2Fstatus%2F2020128223850316274
9•doener•21m ago•2 comments

MyFlames: View MySQL execution plans as interactive FlameGraphs and BarCharts

https://github.com/vgrippa/myflames
1•tanelpoder•22m ago•0 comments

Show HN: LLM of Babel

https://clairefro.github.io/llm-of-babel/
1•marjipan200•22m ago•0 comments

A modern iperf3 alternative with a live TUI, multi-client server, QUIC support

https://github.com/lance0/xfr
3•tanelpoder•23m ago•0 comments

Famfamfam Silk icons – also with CSS spritesheet

https://github.com/legacy-icons/famfamfam-silk
1•thunderbong•24m ago•0 comments

Apple is the only Big Tech company whose capex declined last quarter

https://sherwood.news/tech/apple-is-the-only-big-tech-company-whose-capex-declined-last-quarter/
2•elsewhen•27m ago•0 comments

Reverse-Engineering Raiders of the Lost Ark for the Atari 2600

https://github.com/joshuanwalker/Raiders2600
2•todsacerdoti•28m ago•0 comments

Show HN: Deterministic NDJSON audit logs – v1.2 update (structural gaps)

https://github.com/yupme-bot/kernel-ndjson-proofs
1•Slaine•32m ago•0 comments

The Greater Copenhagen Region could be your friend's next career move

https://www.greatercphregion.com/friend-recruiter-program
2•mooreds•32m ago•0 comments

Do Not Confirm – Fiction by OpenClaw

https://thedailymolt.substack.com/p/do-not-confirm
1•jamesjyu•33m ago•0 comments

The Analytical Profile of Peas

https://www.fossanalytics.com/en/news-articles/more-industries/the-analytical-profile-of-peas
1•mooreds•33m ago•0 comments

Hallucinations in GPT5 – Can models say "I don't know" (June 2025)

https://jobswithgpt.com/blog/llm-eval-hallucinations-t20-cricket/
1•sp1982•33m ago•0 comments

What AI is good for, according to developers

https://github.blog/ai-and-ml/generative-ai/what-ai-is-actually-good-for-according-to-developers/
1•mooreds•33m ago•0 comments
Open in hackernews

Show HN: Browser AI agent platform designed for reliability

https://github.com/nottelabs/notte
76•ogandreakiro•6mo ago
We’re very excited to share something we’ve been building. Notte https://www.notte.cc/ is a full-stack browser agent platform built to reliably automate a wide range of workflows.

Browser agents aren’t new, but what is still hard is covering real-world flows reliably. The inspiration for Notte was to make a full-featured platform that bridges the agent reliability gap. We’ve packaged everything via a singe API for ease of use:

- Site Interactions - Observe website states, scrape data and execute actions

- Structured Output - Get data in your exact format with Pydantic models

- Stealth browser sessions - built-in CAPTCHA solving, proxies, and anti-detection

- Hybrid workflows - Combine scripting and AI agents to reduce costs and improve reliability

- Secrets vaults - Credential management to store emails, passwords, MFA tokens, SSO, etc.

- Digital personas - Digital identities with unique emails, phones for account creation workflows

With these tools, Notte allows you to automate difficult tasks like account creation, form filling, work on authenticated dashboards. Close compatibility with Playwright allows you to cut LLM costs and improve execution speed by mixing web automation primitives and include agents only for specific parts that require reasoning and adaptability.

Here’s a short YouTube demo: https://www.youtube.com/watch?v=b1CzmfpdzaQ

If any of this sounds interesting, you can run your first agent following our quickstart on GitHub https://github.com/nottelabs/notte. Or play around with our free plan through our Notte Console: https://console.notte.cc/

We’d love to hear if there’s anything else required before you’d try or trust it on your own workflows :)

Comments

monoid73•6mo ago
for the hybrid workflows, curious how do you decide which parts need AI reasoning vs can be hardcoded? is it adaptive or manual config?
ogandreakiro•6mo ago
right now it's hardcode - you write a web automation script where at some parts you have a very specialized agent to take the very few steps in your workflow that require reasoning/adaptability. Future: we're trying to make this process automatic.
defied•6mo ago
Looks good, excited to try this together with the CDP feature. If it works well we can add it to our (TestingBot) integration/documentation.
ogandreakiro•6mo ago
Hey! Sure happy to create a shared integration with TestinBot - shoot me an email so we can discuss andrea@notte.cc :)
Jommi•6mo ago
just tried to use it to extract data from hyatt.com

completely failed

another hype but actually doesn't work browser agent.

ogandreakiro•6mo ago
hey - thanks for trying out. not sure what you're trying to extract from hyatt.com but just naively tested the most basic agent (https://github.com/nottelabs/notte?tab=readme-ov-file#run-in...) with simple prompt task="scrape data from hyatt.com landing page" and it worked perfectly:

answer=Successfully navigated to hyatt.com and closed the cookie consent. The page content includes navigation links (Explore, Offers, Meetings & Events, Loyalty Program, Language, Sign In or Join), a search form with inputs for City/Address/Landmark/Airport/Hotel, Check-in and Check-out dates, and options for rooms/guests and special rates. Below the search form, there are sections for 'Earn bonus points at new hotels', 'Limited-Time Offer: Earn 2 Free Nights + 25,000 Bonus Points', 'More Places to Discover' with specific hotel examples (Park Hyatt Auckland, Hyatt Regency London - The Churchill, 7Pines Resort Ibiza, Hyatt Centric Murano Venice), 'Join World of Hyatt' with benefits, and various promotional sections like 'Incredible offers, incredible places', 'Plan a summer of more', 'Outdoor adventure awaits', and 'Wellbeing your way'. The page also lists different Hyatt brands categorized into Luxury, Lifestyle, Inclusive, Classics, and Essentials. At the bottom, there are links for Reservations, Customer Service, Corporate Sites, Explore More, and Connect with Hyatt (social media links), along with legal information (Privacy Policy, Terms & Conditions, Cookie Center, Security & Safety, Modern Slavery and Human Trafficking, Do Not Sell or Share My Personal Information)

jaflo•6mo ago
The pricing page mentions how many credits you get but not what a credit does or gets you. Could you elaborate on that?
ogandreakiro•6mo ago
Oh thanks for pointing this out. Pricing is explained on our landing https://notte.cc.

It’s 500 free credits. Pro plan $79/mo for 10K credits/mo. You can do additional top up 1K credits for $10 when in Pro plan.

If you need more it’s a custom enterprise deal - we work a lot with volume discounts.

GoatInGrey•6mo ago
To reiterate, "what a credit does or gets you" is not explained by your pricing page.

I'll operate on the assumption that it takes roughly 500 credits to scrape a single page for now.

ogandreakiro•6mo ago
Oh - missed that too. We had this somewhere in the docs and got lost.

- 1 scrape URL : 1 credit ~ $1c - 1 agent step : 2 credits ~ $2c - 1 min browse-time: 1 credit ~ $1c

Meaning if you run an agent for a 10-steps task for a minute it'll cost ~ $21c

doesnt_know•6mo ago
It's simple! For $50 a month we give you a thousand smeckles which you can use to crank the floba. A very good deal.
ogandreakiro•6mo ago
Just explained below what you can do with the 10K smeckles - that's 10K URL scrapes or 5K agent steps or 10K minutes of browsing :)
ogandreakiro•6mo ago
Update- https://www.notte.cc/#pricing
anonzzzies•6mo ago
But with AI it never tells you that. I pay $xxxx for the Claude API, half of the time it breaks it's own code and just does things explicitly told it NOT to do; I think I want to be refunded for the time wasting and frustration, but that's not happening. So you pay credits and you get 'stuff' that 'might work'; that's the reality. I'm gonna say this is basically not even allowed for consumers in the EU, but I don't know that for sure.
ogandreakiro•6mo ago
Pricing credits - dollars is explained below. +We were thinking about not charging credits whenever one of our agents fails because of a random error on our side (not too frequent, but still). This makes it more reasonable to start exploring and building with us.
anonzzzies•6mo ago
Makes sense, thanks.
alstonite•6mo ago
How well does it handle captchas?
ogandreakiro•6mo ago
There’s no magic here unfortunately. We’re working hard to make anti-detection as good as possible with proxies to avoid captchas in first place. When they get there - we can solve ~60% of providers right now (incl reCAPTCHA, Cloudflare, and main ones) and some others are still work in progress.
Bluestein•6mo ago
Just want to congratulate all involved for the obvious amount of care that has gone into thinking this through ...

I really hope it succeeds through the roof.-

ogandreakiro•6mo ago
Thanks - that’s nice to hear! :)
Bluestein•6mo ago
I've got to say - and this in a way makes sense: The model seems to be very "URL-oriented" ...

... as in (at least in the demo, the search one) if you ask it to visit a site by name (ie. "Go go Altavista and ...," ...

... it will complain "no URL" has been provided.-

It probably has to do with the "special instructions" given to the AI for this one program/demo ...

... still.-

ogandreakiro•6mo ago
Yeah - the search demo (https://search.notte.cc/) is just an attempt to showcase what one can do with a scraping agent embedded in a served LLM with an MCP server. We have a sys prompt pushing the LLM to request an URL to make sure it's scraping what you want to scrape - but I've played with it a bit and it can also come up with it's own URLs to be scraped.
zekdk•6mo ago
does your scraping endpoint also provide stealth mode?
ogandreakiro•6mo ago
Yes! We just added stealth support for our scraping endpoint. The docs should be updated soon but you can set proxies now
xena•6mo ago
Do you support robots.txt so administrators can opt-out of your service?
ogandreakiro•6mo ago
Not yet - this is a TODO and we'll try to do it asap!
Disposal8433•6mo ago
Avoiding captchas and disrespecting robots.txt. How does it feel to advertise your spam service? Are you proud?
AlexeyBelov•6mo ago
The pricing page was higher in priority
ogandreakiro•6mo ago
We added the pricing breakdown here: https://www.notte.cc/#pricing
ogandreakiro•6mo ago
Hey- we built Notte for legitimate workflows like testing and approved automation; not abuse. Like other session provider tools (Browserbase, Hyperbrowser, Anchor, etc.), we encourage respecting site terms and robots.txt, and we’re adding built-in support for it soon to enforce this policy inside Notte.
xena•6mo ago
You should also support Web Bot Auth and make it required to have a customer-specific abuse contact in the user-agent header so that people can send invoices to those customers for when your customers cause downtime due to excessive scraping.
ogandreakiro•6mo ago
Yes, that’s a very good point! We’ll look into this for SDK usage. What do you recommend for the public repo where it's harder to enforce runtime headers?
xena•6mo ago
No compliance? No support.
revskill•6mo ago
Credit based pricing is broken. No way u produce shiy then user get out of credit to get nothing done.
meowtimemania•6mo ago
There needs to be a way to purchase "X" more credits then it works IMO
ogandreakiro•6mo ago
There is!
ogandreakiro•6mo ago
There's a way to top-up 1K credits for $10 in our Pro plan. But if someone needs more then the 10K/mo + manual topups - I'd suggest moving to a custom deal. We can unlock any credits you need with custom rate limits and volume discounts.
revskill•6mo ago
You missed the point. What i mean, is your pricing scheme is a scam because u never know if your bot response would solve customer issue. Stop this madness, ok >?
ogandreakiro•6mo ago
we’re working on fail-credit refunds so charges only apply to successful runs
android521•6mo ago
no typescript support?