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TOSTracker – The AI Training Asymmetry

https://tostracker.app/analysis/ai-training
1•tldrthelaw•2m ago•0 comments

The Devil Inside GitHub

https://blog.melashri.net/micro/github-devil/
1•elashri•2m ago•0 comments

Show HN: Distill – Migrate LLM agents from expensive to cheap models

https://github.com/ricardomoratomateos/distill
1•ricardomorato•2m ago•0 comments

Show HN: Sigma Runtime – Maintaining 100% Fact Integrity over 120 LLM Cycles

https://github.com/sigmastratum/documentation/tree/main/sigma-runtime/SR-053
1•teugent•2m ago•0 comments

Make a local open-source AI chatbot with access to Fedora documentation

https://fedoramagazine.org/how-to-make-a-local-open-source-ai-chatbot-who-has-access-to-fedora-do...
1•jadedtuna•4m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model by Mitchellh

https://github.com/ghostty-org/ghostty/pull/10559
1•samtrack2019•4m ago•0 comments

Software Factories and the Agentic Moment

https://factory.strongdm.ai/
1•mellosouls•4m ago•1 comments

The Neuroscience Behind Nutrition for Developers and Founders

https://comuniq.xyz/post?t=797
1•01-_-•5m ago•0 comments

Bang bang he murdered math {the musical } (2024)

https://taylor.town/bang-bang
1•surprisetalk•5m ago•0 comments

A Night Without the Nerds – Claude Opus 4.6, Field-Tested

https://konfuzio.com/en/a-night-without-the-nerds-claude-opus-4-6-in-the-field-test/
1•konfuzio•7m ago•0 comments

Could ionospheric disturbances influence earthquakes?

https://www.kyoto-u.ac.jp/en/research-news/2026-02-06-0
1•geox•9m ago•0 comments

SpaceX's next astronaut launch for NASA is officially on for Feb. 11 as FAA clea

https://www.space.com/space-exploration/launches-spacecraft/spacexs-next-astronaut-launch-for-nas...
1•bookmtn•10m ago•0 comments

Show HN: One-click AI employee with its own cloud desktop

https://cloudbot-ai.com
1•fainir•12m ago•0 comments

Show HN: Poddley – Search podcasts by who's speaking

https://poddley.com
1•onesandofgrain•13m ago•0 comments

Same Surface, Different Weight

https://www.robpanico.com/articles/display/?entry_short=same-surface-different-weight
1•retrocog•15m ago•0 comments

The Rise of Spec Driven Development

https://www.dbreunig.com/2026/02/06/the-rise-of-spec-driven-development.html
2•Brajeshwar•20m ago•0 comments

The first good Raspberry Pi Laptop

https://www.jeffgeerling.com/blog/2026/the-first-good-raspberry-pi-laptop/
3•Brajeshwar•20m ago•0 comments

Seas to Rise Around the World – But Not in Greenland

https://e360.yale.edu/digest/greenland-sea-levels-fall
2•Brajeshwar•20m ago•0 comments

Will Future Generations Think We're Gross?

https://chillphysicsenjoyer.substack.com/p/will-future-generations-think-were
1•crescit_eundo•23m ago•1 comments

State Department will delete Xitter posts from before Trump returned to office

https://www.npr.org/2026/02/07/nx-s1-5704785/state-department-trump-posts-x
2•righthand•26m ago•1 comments

Show HN: Verifiable server roundtrip demo for a decision interruption system

https://github.com/veeduzyl-hue/decision-assistant-roundtrip-demo
1•veeduzyl•27m ago•0 comments

Impl Rust – Avro IDL Tool in Rust via Antlr

https://www.youtube.com/watch?v=vmKvw73V394
1•todsacerdoti•27m ago•0 comments

Stories from 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
3•vinhnx•28m ago•0 comments

minikeyvalue

https://github.com/commaai/minikeyvalue/tree/prod
3•tosh•33m ago•0 comments

Neomacs: GPU-accelerated Emacs with inline video, WebKit, and terminal via wgpu

https://github.com/eval-exec/neomacs
1•evalexec•37m ago•0 comments

Show HN: Moli P2P – An ephemeral, serverless image gallery (Rust and WebRTC)

https://moli-green.is/
2•ShinyaKoyano•42m ago•1 comments

How I grow my X presence?

https://www.reddit.com/r/GrowthHacking/s/UEc8pAl61b
2•m00dy•43m ago•0 comments

What's the cost of the most expensive Super Bowl ad slot?

https://ballparkguess.com/?id=5b98b1d3-5887-47b9-8a92-43be2ced674b
1•bkls•44m ago•0 comments

What if you just did a startup instead?

https://alexaraki.substack.com/p/what-if-you-just-did-a-startup
5•okaywriting•50m ago•0 comments

Hacking up your own shell completion (2020)

https://www.feltrac.co/environment/2020/01/18/build-your-own-shell-completion.html
2•todsacerdoti•53m ago•0 comments
Open in hackernews

Ask HN: Is Cloudflair Reasonable?

3•coderatlarge•8mo ago
as someone who has to live behind a great firewall, I find myself using Expressvpn and other VPN products by necessity - as a result I end up staring at cloudflair pages much more often than I would expect. i can’t help but feel that cloudflair is making vpn users’ lives miserable for their own gain. is there any evidence either way?

Comments

Bender•8mo ago
I believe this is a losing battle. Miscreants hide behind VPNs to abuse sites. Many sites are behind CF. CF must then find a balance between anti-bot and not harming legit users. Such a balance does not really exist and that results in the phrase, "And this is why we can not have nice things..."

To answer your question I suppose they are as reasonable as they can get considering many sites can use CF free accounts and people can choose whether or not to enable the anti-bot capabilities. The alternative would be for more sites to build their own anti-bot measures but that can get expensive very fast. I do not see how they would gain by blocking VPN users unless one could pay to get around the anti-bot measures which would defeat the purpose of blocking bots in the first place as some botters would pay-to-play using stolen credit cards.

Another alternative would be for sites to find a way to create a group of "trusted users" and provide said users a way to bypass CF. i.e. each site having their own paid VPN gateway or the trusted users put up a paid bond to access a dynamically scaled HAProxy Anycast mesh. However by paying using a traceable source that defeats the purpose of a VPN and so I return to the phrase, "And this is why we can not have nice things". Short of finding all the miscreants and dropping them into an ancient style Roman Colosseum Pay-Per-View Gladiator Tournament with no rules this problem will likely always exist.

coderatlarge•8mo ago
thank you for the context. It feels like in the last year or two the focus on Geo detection and Geo blocking has grown substantially. For example, many websites seem like they won’t take any traffic at all from certain countries. and they will go to some lengths to try to detect the source country of the connection even when a VPN is in the path. I don’t really know how they do this, but it’s evident from various language features in browsers that get triggered.
Bender•8mo ago
I don’t really know how they do this, but it’s evident from various language features in browsers that get triggered

One clue comes from accept-language. If a person sets the primary language to en-US or en-GB they might also have additional languages that were automatically set based on their OS preferences. Another clue comes from cookies. Many sites use CF so there will be session cookies from CF that were set by other sites but are shared by their insight domain and others and this is even before we talk about javascript. To use sites that use CF usually requires enabling javascript and that gives mountains of data away. There are others here that know much more about this than I.

coderatlarge•8mo ago
thanks for the note. i don’t speak the local language so maybe it’s gotten enabled in some indirect way. and js there isn’t much anyone can do about it seems when interacting with a “modern” web page.

i have this day-dream that i’ll learn enough about linux networking to setup one of my boxes as a filter for all my traffic and properly encrypt and observe and properly filter out stray traffic that may be giving me away, but that’s probably a fool’s errand too on some level. also i suspect macos leaks info in various hard to secure ways.