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Show HN: GitGauge – A Way to Try Tell If a Repo Is Authentic

https://github.com/Davey2Waveyy/gitgauge
4•davey2wavey•2h ago
I've been building GitGauge, a way to tell if a Repo is Authentic based on fork ratio, watcher engagement and issue activity.

I'd love to hear some feedback!

The part I’m least confident about is the heuristic. Right now it uses stars, forks, watchers, and open issues. I’d be really interested in where people think that breaks down, especially for niche repos, old repos, or heavily used internal-tool style projects.

Comments

pbjerkeseth•2h ago
This is a neat idea. Definitely needs tuning.

- I tried it on a repo that has very obvious boosting tells, like 99% of stars from week old or less accounts and it had higher trust signal than my own very much so real project. The issue to star ratio gave 5/5 despite the issues being core contributor created.

- In same vein as above, it seems to prefer open issues over closed ones in the scoring.

Have you considered scoring contributors/authors/issue creators separately to use as a proxy, instead of measuring the core things that are being gamed?

Show HN: Rocannon – Any Ansible module to MCP Tool, record sessions as playbooks

https://github.com/msradam/rocannon
1•msradam•53s ago•0 comments

Adobe adds its AI assistant to Premiere, Illustrator, and InDesign

https://techcrunch.com/2026/06/18/adobe-adds-its-ai-assistant-to-premiere-illustrator-and-indesign/
1•breve•1m ago•0 comments

VibeThinker 3B – Taking on Giant Models [video]

https://www.youtube.com/watch?v=_a9Vv5dfW24
1•modinfo•6m ago•0 comments

A Visit to id Software ft Bobby Prince (1993) [video]

https://www.youtube.com/watch?v=HpEBUV_g9vU
1•qmr•15m ago•0 comments

The History of TypeScript

https://www.visualsource.net/repo/github.com/microsoft/typescript
1•pro_methe5•24m ago•0 comments

Show HN: Rlsgate – Block the Supabase RLS leak before you deploy (CLI)

https://github.com/GerardoRdz96/rlsgate
2•gerardordz96•26m ago•0 comments

'We had to get out of the way': The backlash over delivery robots

https://www.bbc.com/news/articles/c0rygp005wjo
1•higginsniggins•28m ago•0 comments

Project Fetch: Phase Two

https://www.anthropic.com/research/project-fetch-phase-two
10•stopachka•41m ago•0 comments

Pondering routing more of my traffic via nodes outside the UK

https://neilzone.co.uk/2026/06/pondering-routing-more-of-my-traffic-via-nodes-outside-the-uk-beca...
1•ColinWright•41m ago•0 comments

Show HN: Agentic coding workflows built on Git worktrees and task evidence

https://github.com/alex-reysa/glueRun-go
3•alexreysa•43m ago•0 comments

Show HN: Money Simulator

https://simulator.money/play
1•pattle•51m ago•0 comments

Show HN: Codeflowmap – map a codebase's read/write/auth data flows

https://github.com/man-consult/code-mapper
1•brian-m•52m ago•0 comments

Beyond the $7.4B Headline: DeepSeek's Series A signals Chinese AI alliance shift

https://asiaai.fyi/east-asias-ai-capital-surge-homegrown-models-challenge-west-amid-mineral-tensi...
1•dweisinger•53m ago•0 comments

LiveKit Solves Turn Detection

https://livekit.com/blog/solving-end-of-turn-detection
3•piyussh•54m ago•0 comments

Trump and Netanyahu Have Stepped in It Now

https://www.nytimes.com/2026/06/18/opinion/israel-america-iran-trump-vance.html
5•duxup•1h ago•3 comments

Typewriter Tinnitus/Morse Code Tinnitus

https://hearinglosshelp.com/blog/typewriter-tinnitus-morse-code-tinnitus/
2•austinallegro•1h ago•0 comments

Show HN: FERNme – agent memory that updates with ~zero LLM calls

https://github.com/mirkofr/FERNme
3•mirkofr•1h ago•0 comments

Giant Banana Pulled Over: Driver Says Cops Have Stopped Him 100s of Times

https://cowboystatedaily.com/2026/06/18/giant-banana-pulled-over-in-montana-driver-says-cops-have...
3•speckx•1h ago•1 comments

Show HN: HN Game Stories – mini-documentary of games that hit the front page

https://video.intellios.ai
2•coolwulf•1h ago•0 comments

Show HN: Submarius – Global water clarity for divers

https://submarius.com
4•celloer•1h ago•0 comments

Show HN: Starchart and Repo Header Generator

https://shieldcn.dev
4•justinlevine•1h ago•4 comments

Ask HN: What are some good benchmarks for different agent harnesses?

2•Bnjoroge•1h ago•0 comments

A Leaked GitHub Token Exposed the Exact Ozempic Formula

https://www.pentesty.co/blog/novo-nordisk-ozempic-fulcrumsec-breach-2026
5•johnzoro107•1h ago•1 comments

Ask HN: After you ship a feature, what happens to what you learned?

3•gaggle_dk•1h ago•3 comments

Show HN: Vitrus – the company brain that tells you what it doesn't know

https://github.com/ahmetvural79/Vitrus
2•ahvural•1h ago•0 comments

Hackingpal

https://github.com/hackingpal/hackingpal
2•jadamsl•1h ago•0 comments

Ask HN: What are your parameter count estimates for Opus 4.8 and GPT-5.5?

2•ahriad•1h ago•0 comments

Query with Curl

https://daniel.haxx.se/blog/2026/06/21/query-with-curl/
3•Sami_Lehtinen•1h ago•0 comments

Extracted Value

https://extractedvalue.com/
2•turtleyacht•1h ago•0 comments

Multi Pong – multiplayer pong game

https://multi-pong.projects.lasz.uk/
2•dr_kretyn•1h ago•0 comments