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Aura – A Ruby-inspired declarative language for AI/ML pipelines and web apps

https://github.com/johnvteixido/aura-lang
2•johnvteixido•1h ago

Comments

johnvteixido•1h ago
Aura is a new programming language that transpiles to Ruby, making it easier to build AI/ML workflows and integrated web apps with forgiving syntax and zero boilerplate. Inspired by Ruby's elegance, it handles common errors gracefully (e.g., auto-inferring tensor shapes) and supports Torch-rb for ML and Sinatra for serving. Early stage (v0.1), but includes examples like an MNIST classifier with a prediction endpoint. Feedback welcome—especially on parser extensions or more ML layers!

I accidentally indexed my SaaS using Google's site: search

https://www.google.com/search?q=site%3Avect.pro&oq=&gs_lcrp=EgZjaHJvbWUqCQgAECMYJxjqAjIJCAAQIxgnG...
1•WoWSaaS•2m ago•1 comments

The Math Book (2012)

https://sprott.physics.wisc.edu/pickover/math-book.html
1•vismit2000•5m ago•0 comments

Denmark becomes first country in world to end letter delivery

https://www.abc.net.au/news/2025-12-31/denmark-postal-service-ends-letter-delivery/106188988
2•Tomte•8m ago•1 comments

MHC: Manifold-Constrained Hyper-Connections

https://arxiv.org/abs/2512.24880
1•ipnon•10m ago•0 comments

Ask HN: How did you learn to code?

2•chistev•19m ago•1 comments

The State of OSS Funding data [pdf]

https://github.com/andrew/state-of-oss-funding/blob/032d4b6134b36ea3c0aa378ee946ad4f77a2ac79/slid...
1•8organicbits•22m ago•0 comments

Bulgaria and the Euro

https://en.wikipedia.org/wiki/Bulgaria_and_the_euro
1•tosh•24m ago•0 comments

Why many projects fail before execution begins

2•BenWebbProject•25m ago•0 comments

AI Disclosure Under U.S. Securities Law

https://zenodo.org/records/18113674
1•businessmate•27m ago•1 comments

Challenging algorithms and data structures every programmer should try (2022)

https://austinhenley.com/blog/challengingalgorithms.html
1•vismit2000•27m ago•0 comments

JShell Tutorial

https://cr.openjdk.org/~rfield/tutorial/JShellTutorial.html
1•wolfi1•30m ago•0 comments

Professional College Basketball Players??

https://www.brianvsutah.com/p/professional-college-basketball-players
1•bjshaw73•36m ago•0 comments

Atmospheric Computing

https://www.pfrazee.com/blog/atmospheric-computing
1•danabramov•37m ago•0 comments

Quantum-floor compression: Achieving GPT-4 capability at 1/120th the model size [pdf]

https://oroboroslab.github.io/quantum-floor-preview.pdf
2•cybertax•40m ago•2 comments

Claude Code in Action – Anthropic Official Claude Code Course

https://anthropic.skilljar.com/claude-code-in-action
3•Lwrless•45m ago•0 comments

Show HN: GitHub Action for AI/LLM Security Scanning in CI/CD

https://github.com/XSource-Sec/agent-audit-action
2•xsourcesec•55m ago•1 comments

Semantica – Open-source semantic layer and GraphRAG framework

5•kaifahmad1•56m ago•0 comments

The dumbest things that happened in tech this year

https://techcrunch.com/2025/12/31/the-dumbest-things-that-happened-in-tech-this-year/
3•jnord•57m ago•0 comments

RGB Mini-LED will transform the premium TV landscape in 2026

https://www.techradar.com/televisions/how-rgb-mini-led-will-transform-the-premium-tv-landscape-in...
2•ksec•57m ago•0 comments

Show HN: Collect and analyze Postmark Time to Inbox data

https://github.com/jonasmalacofilho/postmark-tti-histogram
2•jonasmalaco•58m ago•0 comments

China accuses Netherlands of making 'mistakes' over chipmaker Nexperia

https://www.cnbc.com/2025/12/31/china-accuses-netherlands-of-making-mistakes-over-chipmaker-nexpe...
3•jnord•59m ago•1 comments

Carnegie Mellon's Camera Lens Breakthrough Eliminates Background Photo Blur

https://hothardware.com/news/carnegie-mellon-lens-breakthrough
3•gslin•1h ago•0 comments

Show HN: Video to JPG – Extract frames in browser with blur detection

https://videotojpg.com
2•charlesding2024•1h ago•1 comments

2026 Predictions Scorecard

https://rodneybrooks.com/predictions-scorecard-2026-january-01/
4•calvinfo•1h ago•0 comments

How does Node.js load its built-in/native modules? (2021)

https://joyeecheung.github.io/blog/2021/07/06/how-does-node-js-load-its-builtins-native-modules/
2•aragonite•1h ago•0 comments

Show HN: A minimalist, ad-free alternative for receiving SMS online

1•mambazz•1h ago•0 comments

Dear Apple, Please Fix iOS Music

https://davids.town/dear-apple-please-fix-ios-music
4•DavidPiper•1h ago•0 comments

Get ready for the $5090 5090: GPU prices expected to soar next year

https://boingboing.net/2025/12/31/get-ready-for-the-5090-5090-gpu-prices-expected-to-soar-next-ye...
2•perihelions•1h ago•0 comments

Show HN: Importguard – Measure and enforce Python import-time behavior in CI

https://github.com/AryanKumar1401/importguard
2•AryanKumar1401•1h ago•0 comments

The Cost of a Closure in C: The Rest

https://thephd.dev/the-cost-of-a-closure-in-c-c2y-followup
3•ingve•1h ago•0 comments