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Show HN: Context-Aware Twitch Moderation

https://modcheck.app
2•WalkingFridge•1h ago
I'm a SW/ML engineer that spends a tad too much time on Twitch.. I've been eyeing the moderation tooling used for livestreaming and I can't help but notice how primitive it still is - keyword lists, regex, basic shimming, etc. So, I thought I could do better.

Behold ModCheck - a context-aware moderation tool. It understands what's happening in the stream, who the streamer is, what's currently happening, the mood of chat, what the streamer is saying, etc.. It uses all of that to make moderation decisions.

Instead of keyword lists or regex, you write moderation rules in plain English. I call them Judges. They run in parallel for each message. A few examples: 1. Boundary Judge - "Flag viewers who comment on my appearance, body, or clothing choices." Catches stuff like "you'd get way more viewers if you showed more skin js" 2. Backseat Judge - "Flag unsolicited gameplay advice and strategy tips. Allow tips if I've asked chat for help."

The goal is to make this fully open source and have a paid tier for those who don't want to self-host.

NOTE: the product is not yet released. I'm looking for early adopters to test it out and help shape the direction. Also, if anyone is interested in building this out with me, please let me know!

--

For the interested, Judges are based on 1) scemantic similarity over a space of previously flagged examples having the stream context embeeded into the search and 2) finetuned small models as classifiers. The combination of the two allows to keep latency low-ish (under 500ms) and to use less GPU. Also 1) grows with your usage. The more you use a judge, the more accurate and fast it becomes.

Automatic registration for US Military draft to begin in December

https://thehill.com/policy/defense/5822914-automatic-registration-military-draft/
1•c420•1m ago•0 comments

Boring Is Good (2024)

https://www.coryd.dev/posts/2024/boring-is-good
1•cdrnsf•1m ago•0 comments

Russian spooks hack Wi-Fi routers to spy on West

https://www.politico.eu/article/russias-gru-hacked-hundreds-of-wi-fi-routers-world-wide/
1•c420•3m ago•0 comments

Show HN: Free-AI-ad-credits.md – $12K+ in free AI ad credits

https://github.com/darwin-studios/agents/blob/main/free-ai-ad-credits.md
1•jason-festa•4m ago•0 comments

Claude Managed Agents Overview

https://platform.claude.com/docs/en/managed-agents/overview
1•NicoJuicy•5m ago•0 comments

Industrial Policy for the Intelligence Age

https://openai.com/index/industrial-policy-for-the-intelligence-age/
1•geox•7m ago•0 comments

Show HN: Composer – Diagram Your Codebase with MCP

https://www.usecomposer.com/
1•olivergrabner•9m ago•0 comments

The Cost of Scrolling

https://azariak.github.io/CostOfScrolling/
3•HerbManic•9m ago•1 comments

Have Codex review Claude's work

https://gist.github.com/anchpop/56688d3526e1d4019db7c4fc1bcb2b2c
2•ChadNauseam•10m ago•1 comments

The Political Disaster That Is California [video][15min]

https://www.youtube.com/watch?v=inOci0iH4Q8
1•Bender•13m ago•1 comments

Amazon Stopping Support for Old Kindles

https://www.independent.co.uk/news/world/americas/amazon-kindle-ending-support-old-e-readers-b295...
3•oj2828•16m ago•2 comments

Show HN: Prefab – A generative UI framework for Python

https://prefab.prefect.io/docs/welcome
2•jlowin•16m ago•0 comments

Local SEO Analyst Agent – PDF Report Generation

https://github.com/jeffjbowie/Local-SEO-Analyst-Agent
1•Veritaco•18m ago•0 comments

Are We in the Chinese Room?

https://thefriendlyghost.nl/chinese-room-ai/
1•cvanelteren•22m ago•0 comments

The Hormuz chokehold affects AI funding too

https://highabsolutevalue.substack.com/p/the-hormuz-chokehold-affects-ai-funding
3•preetnation•22m ago•0 comments

I Don't Care What the Haters Are Saying, I'm Having a Blast

https://systemdrift.neocities.org/blog/i-dont-care-what-the-haters-are-saying-im-having-a-blast
2•myrrhman•22m ago•0 comments

Waymo's Robot Car Testing Ends in NYC After Permits Expire

https://www.thecity.nyc/2026/04/06/waymo-driverless-cars-testing-roads-autonomous-vehicle/
4•xnx•24m ago•0 comments

Digital Assets Rules Need Clarity

https://www.wsj.com/opinion/digital-assets-rules-need-clarity-6dfcab70
1•petethomas•28m ago•0 comments

U.S. Made a Deal That Gives Us Nothing We Wanted

https://www.theatlantic.com/national-security/2026/04/iran-strait-hormuz-us-trump-nuclear-weapons...
3•JumpCrisscross•29m ago•0 comments

WireGuard VPN developer's Microsoft account locked

https://twitter.com/EdgeSecurity/status/2041872931576299888
3•worik•29m ago•2 comments

I built a canvas where AI agents work together as a design team

https://designagents.app/blog/what-if-your-design-team-was-made-of-ai-agents
1•aliparnan•30m ago•1 comments

All You Need Is Not All You Need

https://www.researchsquare.com/article/rs-8399522/v1
2•cfcfcf•30m ago•0 comments

I built an agent agnostic, locally run, open-source observability product

https://github.com/Metabuilder-Labs/openclawwatch
2•anil-metabldr•32m ago•0 comments

Wells Fargo whistleblower award slashed by Wall Street watchdog

https://www.ft.com/content/b18fff7e-0797-4dba-bec6-4f8843cffd13
1•petethomas•33m ago•0 comments

I built CLI tool that analyzes logs and explains incidents

https://github.com/sydes-ai/ai-autopsy
1•naiks1214•34m ago•1 comments

Show HN: Portable AI memoryswitch providers, keep your context

https://github.com/mahadillahm4di-cyber/mh-gdpr-ai.eu-s-plus
2•mahadillah-ai•35m ago•0 comments

Peer-to-Peer Republic

https://republic.p2plabs.xyz/
1•akhileshthite•37m ago•0 comments

Every company is now a media company–and every boss a star

https://economist.com/business/2026/04/08/every-company-is-now-a-media-company-and-every-boss-a-star
2•andsoitis•41m ago•0 comments

Childhood Mortality by Parental Cause of Death

https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2846843
2•PaulHoule•44m ago•0 comments

Can We Measure Software Slop? An Experiment

https://pscanf.com/s/352/
1•j03b•45m ago•0 comments