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Show HN: Detection-first bot traffic analysis (proof before blocking)

1•redwine13•1h ago
Blocking bots by category kept breaking legitimate traffic (assistants, search, integrations).

So I built a detection-first tool that observes behavior and shows proof (logs, counts, patterns) before enforcing anything.

Still early. Looking for feedback from people dealing with real bot noise and false positives.

Comments

redwine13•1h ago
Happy to share more details or answer questions. The main focus right now is validating detection quality before automating enforcement.
arbol•1h ago
Is there meant to be a link?

Don't Waste Your Back Pressure

https://banay.me/dont-waste-your-backpressure/
1•emersonmacro•2m ago•0 comments

Deaths in Detention Warn of Horrors Behind ICE's Prison Walls

https://truthout.org/articles/deaths-in-detention-warn-of-horrors-behind-ices-prison-walls/
1•wahnfrieden•3m ago•0 comments

I built visual search for tattoo artists

1•rbaten•4m ago•0 comments

Prominent PR firm accused of commissioning favourable changes to Wikipedia pages

https://www.theguardian.com/technology/2026/jan/16/pr-firm-portland-accused-of-commissioning-favo...
1•1equalsequals1•4m ago•0 comments

Capital Moves: RCA's 70-year quest for cheap labor

https://www.cornellpress.cornell.edu/book/9780801435256/capital-moves/
1•hhs•5m ago•0 comments

No knives, only cook knives

https://kellykozakandjoshdonald.substack.com/p/no-knives-only-cook-knives
1•firloop•6m ago•0 comments

Nourish Food Club – Pasture-Raised, Corn and Soy-Free, Low PUFA

https://nourishfoodclub.com/
1•bilsbie•7m ago•0 comments

MIT Researchers Destroy the Context Window Limit [video]

https://www.youtube.com/watch?v=huszaaJPjU8
1•amichail•7m ago•0 comments

The Setapp Mobile iOS store is shutting down on February 16th

https://www.theverge.com/news/863978/setapp-mobile-ios-store-shutdown
1•raybb•8m ago•0 comments

Show HN: Dokly – Hosted documentation platform for devs

https://www.dokly.co/
1•gsharma1•10m ago•0 comments

Vulnerable WhisperPair Devices – Hijack Bluetooth Accessories Using Fast Pair

https://whisperpair.eu/vulnerable-devices
1•gnabgib•11m ago•0 comments

GitHub Has to Change

https://solmaz.io/log/2026/01/17/github-has-to-change/
1•hosolmaz•11m ago•0 comments

Sunglasses Weaken Your Eyes: Untold Story of Light Sensitivity and Dopamine

https://twitter.com/zaidkdahhaj/status/2012640228864070003
1•bilsbie•12m ago•0 comments

Compiling Scheme to WebAssembly

https://eli.thegreenplace.net/2026/compiling-scheme-to-webassembly/
1•chmaynard•14m ago•0 comments

Sequoia's Mission Accomplished

https://colinsteele.org/blog/sequioas_mission_accomplished/
2•cvillecsteele•16m ago•0 comments

How to be a good conference talk audience member (2022)

https://www.mooreds.com/wordpress/archives/3522
1•mooreds•32m ago•0 comments

Who Gets to Inherit the Stars?

https://techcrunch.com/2026/01/17/who-gets-to-inherit-the-stars-a-space-ethicist-on-what-were-not...
3•zansara•32m ago•1 comments

A Hit Movie Set Deep Inside an AI Lab

https://www.wsj.com/tech/ai/google-deepmind-documentary-youtube-thinking-game-732bfa06
1•bookofjoe•34m ago•1 comments

My Personal Financial Strategy (2020)

https://www.rdegges.com/2020/my-personal-financial-strategy/
1•mooreds•34m ago•0 comments

The Suicide Pact: what happens the moment we invade Greenland

https://substack.com/inbox/post/184398789
6•Eric_WVGG•37m ago•6 comments

DetLLM – Deterministic Inference Checks

https://github.com/tommasocerruti/detllm
1•cerru905•39m ago•1 comments

Musk wants up to $134B in OpenAI lawsuit, despite $700B fortune

https://techcrunch.com/2026/01/17/musk-wants-up-to-134b-in-openai-lawsuit-despite-700b-fortune/
2•SilverElfin•43m ago•2 comments

Camden County Police in New Jersey expands drone program

https://www.cbsnews.com/philadelphia/news/camden-nj-homicides-drone-program/
1•pilingual•44m ago•0 comments

Ask HN: Duterte EJK, 2025-09, US extrajudicial killing in the Caribbean?

1•stopbulying•44m ago•1 comments

Authenticating Digital Evidence in US Courts [pdf]

https://law.baylor.edu/sites/g/files/ecbvkj1546/files/2023-11/7_grimm_capra_joseph.pdf
1•colonCapitalDee•45m ago•0 comments

EU Set to Halt US Trade Deal over Trump's New Tariff Threat

https://www.bloomberg.com/news/articles/2026-01-17/eu-set-to-halt-us-trade-deal-over-trump-s-late...
11•ekjhgkejhgk•46m ago•7 comments

Ask HN: Why is the $0 hijacking of intellectual labor so normalized in OSS?

1•fumi2026•49m ago•6 comments

My Rube Goldberg RSS Pipeline

https://taoofmac.com/space/blog/2026/01/17/2130
1•rcarmo•50m ago•0 comments

Global trust crisis deepfakes AI

https://techfusiondaily.com/global-trust-crisis-deepfakes-ai/
1•nelkazzu•51m ago•0 comments

Ask HN: How AliExpress gets its recommendation as priority in Gmail?

2•RicoElectrico•52m ago•1 comments