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Roll your own bot detection: server-side detection

https://blog.castle.io/roll-your-own-bot-detection-server-side-detection-part-2/
1•avastel•3h ago

Comments

davydm•2h ago
cool article to go through (I happen to be working on some hcaptcha integration, so it's right in my field of view), but with all the logic spelled out - surely clever automated attacks will be crafted to pass all these checks, by altering the perceived browser environment to produce the "shape" that's expected?

Bending Emacs – Episode 3: Git clone (the lazy way)

https://xenodium.com/bending-emacs-episode-3-git-clone-the-lazy-way
1•groseje•1m ago•0 comments

Reddit shuts down its NFT avatars project

https://www.web3isgoinggreat.com/single/reddit-shuts-down-nft-avatars
1•LorenDB•2m ago•0 comments

GPUs for AI just got cheaper

https://www.runcrate.ai/
1•hellodryft•3m ago•1 comments

A Less Terrifying Universe? Mundanity as an Explanation for the Fermi Paradox

https://arxiv.org/abs/2509.22878
1•cyberlimerence•4m ago•0 comments

If You Can't Fix Your Commute, You Might as Well Graph It

https://three-things.medium.com/if-you-cant-fix-your-commute-you-might-as-well-graph-it-e10151fd7668
1•murph314•4m ago•0 comments

Democracy and Capitalism Are Mutually Reinforcing

https://marginalrevolution.com/marginalrevolution/2025/10/democracy-and-capitalism-are-mutually-r...
2•mhb•5m ago•0 comments

I made Tinder for Chrome tabs

https://chromewebstore.google.com/detail/tabbender/lkbjhillcoojcndajncdlldkepjnooid
1•whackamoli•5m ago•0 comments

Self hosting mail server: external incoming/outgoing email problems

1•tonguim•6m ago•0 comments

Why We Moved Off Next.js

https://documenso.com/blog/why-we-moved-off-next-js
1•ephraimduncan•8m ago•0 comments

Everyone wants a fancy phone – even the folk buying them second-hand

https://www.theregister.com/2025/10/15/idc_counterpoint_smartphone_sales/
2•beardyw•9m ago•0 comments

Give Your Metrics an Expiry Date

https://adrianhoward.com/posts/give-your-metrics-an-expiry-date/
1•adrianhoward•11m ago•0 comments

OSM Perfect Intersection Editor

https://www.openstreetmap.org/user/Mikhail%20Kuzin/diary/407577
1•todsacerdoti•12m ago•0 comments

How Common Is Accidental Invention?

https://www.construction-physics.com/p/how-common-is-accidental-invention
1•surprisetalk•13m ago•0 comments

They Clean the Balls in a Ball Pit

https://www.core77.com/posts/138608/Heres-How-They-Clean-the-Balls-in-a-Ball-Pit
1•surprisetalk•13m ago•0 comments

Finland fixed homelessness while the US fails: home vs. shelter [video]

https://www.youtube.com/watch?v=RwZQ8GCHgRg
2•surprisetalk•13m ago•0 comments

Are AI Agents Compromised by Design?

https://www.computer.org/csdl/magazine/sp/5555/01/11194053/2aB2Rf5nZ0k
3•tonii141•14m ago•0 comments

Show HN: Scriber Pro – Transcribe 4.5hr video in 3.5min, 100% offline on Mac

https://scriberpro.cc/hn/
2•rezivor•16m ago•1 comments

Nvidia DGX Spark Review: A GB10-Infused Mini AI Development Powerhouse

https://hothardware.com/reviews/nvidia-dgx-spark-hands-on
2•rbanffy•18m ago•0 comments

AI for coding is still playing Go, not StarCraft

https://quesma.com/blog/coding-is-starcraft-not-go/
3•stared•19m ago•0 comments

Show HN: DocStrange: An LLM-Ready Data Platform That Performs Better Than Gemini

https://docstrange.nanonets.com/
4•souvik3333•19m ago•5 comments

Garbage Collection for Rust: The Finalizer Frontier

https://soft-dev.org/pubs/html/hughes_tratt__garbage_collection_for_rust_the_finalizer_frontier/
3•ltratt•25m ago•0 comments

Valve Developer Gets Initial DLSS Support Working on FOSS Nvidia "NVK" Driver

https://www.phoronix.com/news/NVIDIA-DLSS-NVK-Experimental
1•LorenDB•25m ago•0 comments

Ask HN: Is your Facebook feed also full of video mimicking pedophilia or hate

1•oulipo2•30m ago•1 comments

OneTake AI Just Raised $1M for AI Video Editing

https://www.onetake.ai/blog/onetake-ai-raises-1m-for-ai-video-editing
1•sebastiennight•31m ago•0 comments

Irish privacy regulator picks ex-Meta lobbyist as third commissioner

https://www.euractiv.com/news/irish-privacy-regulator-picks-ex-meta-lobbyist-as-third-commissioner/
5•robin_reala•32m ago•1 comments

Show HN: ContextGuard – Open-source security monitoring for MCP servers

https://github.com/amironi/contextguard
1•amironi•32m ago•1 comments

Show HN: Fully Guided Self-Administered EMDR Therapy App

https://myemdr.app/
1•positive-minds•33m ago•0 comments

House Speaker calls naked bike ride 'most threatening thing I've seen yet'

https://www.oregonlive.com/portland/2025/10/us-house-speaker-calls-portland-naked-bike-ride-most-...
2•saubeidl•35m ago•2 comments

What if AI worked like a forest?

https://worldsensorium.com/what-if-ai-worked-like-a-forest/
2•dnetesn•35m ago•0 comments

Could the Sun's Orbit Shape Evolution?

https://nautil.us/could-the-suns-orbit-shape-evolution-1242186/
1•dnetesn•36m ago•0 comments