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What's New in Pandas 3.0: Expressions, Copy-on-Write, and Faster Strings

https://codecut.ai/pandas-3-whats-new/
1•Ben5555•6s ago•0 comments

Show HN: I created an interactive tool to visualize various ML algorithms

https://github.com/YashArote/descent-visualisers
1•yasharote28•9m ago•0 comments

Location Aware AI Landscaping

https://hadaa.pro/
1•Fh_•13m ago•1 comments

Quake Setup Guide (2023)

https://sarge945.xyz/guides/quake-guide/
1•Lammy•16m ago•0 comments

Notion used Product Hunt to grow, not just launch

https://www.firstmillion.club/p/notion
1•elananandhan•17m ago•0 comments

The 3k-Person Team Working in Secret to Create Disney Magic (WSJ)

https://www.wsj.com/business/media/disney-cruise-rides-characters-imagineers-adventure-b5c03c1d
1•aenean•21m ago•0 comments

Show HN: I auto-generate alt text using Gemini 3 Flash

https://sarthakmishra.com/blog/automating-image-alt-text
1•sarthak_drool•28m ago•0 comments

More than one hundred years of Film Sizes

https://wichm.home.xs4all.nl/filmsize.html
3•exvi•34m ago•0 comments

BTS of OpenTelemetry Instrumentation

https://newsletter.signoz.io/p/bts-of-opentelemetry-auto-instrumentation
2•elza_1111•36m ago•0 comments

Claude Codes

https://thezvi.substack.com/p/claude-codes
1•nsoonhui•40m ago•0 comments

Sir Nicholas Winton – BBC Programme "That's Life" Aired in 1988 [video]

https://www.youtube.com/watch?v=6_nFuJAF5F0
1•handfuloflight•41m ago•0 comments

Spectral Geodesic Routing: Traffic Engineering via Laplacian Potentials

https://zenodo.org/records/18193686
3•andrespi•43m ago•0 comments

Native iOS and Android Nullschool App

https://twitter.com/cambecc/status/2010254018598392022
1•pppone•43m ago•0 comments

Uruguay's Renewable Charge: A Small Nation, a Big Lesson for the World

https://www.forbes.com/sites/kensilverstein/2025/10/19/uruguays-renewable-charge-a-small-nation-a...
2•ciconia•43m ago•0 comments

A Practical Guide to Build Secure MCP Servers

https://go.mcptotal.io/blog/a-practical-guide-to-build-secure-mcp-servers
2•agentictime•46m ago•0 comments

Whenwords: A relative time formatting library, with no code

https://github.com/dbreunig/whenwords
1•todsacerdoti•47m ago•0 comments

Mossad urges Iran protests, says agents present

https://www.jpost.com/middle-east/iran-news/article-881733
2•ParentiSoundSys•49m ago•0 comments

21 years of IDE evolution in one chart (2004 – 2025)

https://twitter.com/willwangcc/status/2010259528391307510
2•will_wang•50m ago•1 comments

Annote: A Turing complete language using only Java annotations as its syntax

https://github.com/kusoroadeolu/annote
1•kushv•50m ago•1 comments

Things I've quit doing at my desk

https://justinjackson.ca/i-quit-my-desk
2•Tomte•51m ago•0 comments

A Unique Performance Optimization for a 3D Geometry Language

https://cprimozic.net/notes/posts/persistent-expr-memo-optimization-for-geoscript/
2•Ameo•58m ago•0 comments

Markdown Is a Disaster: Why and What to Do Instead

https://www.karl-voit.at/2025/08/17/Markdown-disaster/
2•todsacerdoti•58m ago•1 comments

Elon Musk says X's new algorithm will be made open source next week

https://www.engadget.com/big-tech/elon-musk-says-xs-new-algorithm-will-be-made-open-source-next-w...
3•O1111OOO•59m ago•0 comments

I hope to help you evaluate your GenAI App

https://github.com/shihongDev/evalyn
1•shloveai•1h ago•1 comments

After 20 Years, This Scientist Proved Birds Can Talk and Use Grammar [video]

https://www.youtube.com/watch?v=jmys2abx4co
2•theogravity•1h ago•0 comments

What do you think about a "linter" for code logic?

https://commitguard.ai
1•moshetanzer•1h ago•1 comments

Removing Tahoe's Unwanted Menu Icons

https://weblog.rogueamoeba.com/2026/01/10/removing-tahoes-unwanted-menu-icons/
1•dbushell•1h ago•0 comments

Show HN: Self-hosted CORS-enabled waitlist that connects to Google Sheets

https://github.com/tanin47/wait
1•tanin•1h ago•0 comments

Gixy-Next: Nginx Configuration Security and Hardening Scanner

https://gixy.io/
1•mmsc•1h ago•0 comments

Debian Taco – Towards a GitSecDevOps Debian

https://blog.josefsson.org/2026/01/09/debian-taco-towards-a-gitsecdevops-debian/
1•pabs3•1h ago•0 comments
Open in hackernews

Show HN: Human or AI-made song detector and 100% Private Audio Mastering

https://kliga.com
2•aswinsilvadasan•10h ago
Main tools on Kliga.com:

1) AI Music Detector

- Detects with 99.9% accuracy with smart models attuned to latest AI models. - You can upload an audio file or paste a Spotify track URL and Kliga analyzes whether the music is likely AI-generated or human-made. - It uses spectral + temporal analysis and gives a probability breakdown instead of a simple yes/no.

2) Audio Mastering

- 100% private, your songs never hit our servers - Preview with 12 Studio-grade presets designed by industry experts. - Download in HD-WAV 24 bit, MP3 320kbps for FREE. - No audio engineering required.

There are other useful tools like video compressor, audio cutter, etc. Do check them out.

Why I built this:

- AI-generated music is everywhere now, but it’s hard to quickly verify authenticity accurately.

- Most artists want to master their songs privately before releasing. They want one-click processing happening in their own device without having to download an expensive software.

Direct Links to main tools:

- AI Detector: https://kliga.com/ai-music-detector

- Audio Mastering: https://kliga.com/mastering

Happy to answer any questions. Thanks for checking it out!

Comments

nialse•10h ago
Very nice! AI detection checks out, even with heavy editing and processing.
aswinsilvadasan•9h ago
Appreciate it! Robustness against heavy editing was a key focus while building it.