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NASA now allowing astronauts to bring their smartphones on space missions

https://twitter.com/NASAAdmin/status/2019259382962307393
2•gbugniot•4m ago•0 comments

Claude Code Is the Inflection Point

https://newsletter.semianalysis.com/p/claude-code-is-the-inflection-point
1•throwaw12•6m ago•0 comments

MicroClaw – Agentic AI Assistant for Telegram, Built in Rust

https://github.com/microclaw/microclaw
1•everettjf•6m ago•2 comments

Show HN: Omni-BLAS – 4x faster matrix multiplication via Monte Carlo sampling

https://github.com/AleatorAI/OMNI-BLAS
1•LowSpecEng•7m ago•1 comments

The AI-Ready Software Developer: Conclusion – Same Game, Different Dice

https://codemanship.wordpress.com/2026/01/05/the-ai-ready-software-developer-conclusion-same-game...
1•lifeisstillgood•9m ago•0 comments

AI Agent Automates Google Stock Analysis from Financial Reports

https://pardusai.org/view/54c6646b9e273bbe103b76256a91a7f30da624062a8a6eeb16febfe403efd078
1•JasonHEIN•12m ago•0 comments

Voxtral Realtime 4B Pure C Implementation

https://github.com/antirez/voxtral.c
1•andreabat•14m ago•0 comments

I Was Trapped in Chinese Mafia Crypto Slavery [video]

https://www.youtube.com/watch?v=zOcNaWmmn0A
1•mgh2•21m ago•0 comments

U.S. CBP Reported Employee Arrests (FY2020 – FYTD)

https://www.cbp.gov/newsroom/stats/reported-employee-arrests
1•ludicrousdispla•22m ago•0 comments

Show HN: I built a free UCP checker – see if AI agents can find your store

https://ucphub.ai/ucp-store-check/
2•vladeta•28m ago•1 comments

Show HN: SVGV – A Real-Time Vector Video Format for Budget Hardware

https://github.com/thealidev/VectorVision-SVGV
1•thealidev•29m ago•0 comments

Study of 150 developers shows AI generated code no harder to maintain long term

https://www.youtube.com/watch?v=b9EbCb5A408
1•lifeisstillgood•30m ago•0 comments

Spotify now requires premium accounts for developer mode API access

https://www.neowin.net/news/spotify-now-requires-premium-accounts-for-developer-mode-api-access/
1•bundie•32m ago•0 comments

When Albert Einstein Moved to Princeton

https://twitter.com/Math_files/status/2020017485815456224
1•keepamovin•34m ago•0 comments

Agents.md as a Dark Signal

https://joshmock.com/post/2026-agents-md-as-a-dark-signal/
2•birdculture•35m ago•0 comments

System time, clocks, and their syncing in macOS

https://eclecticlight.co/2025/05/21/system-time-clocks-and-their-syncing-in-macos/
1•fanf2•37m ago•0 comments

McCLIM and 7GUIs – Part 1: The Counter

https://turtleware.eu/posts/McCLIM-and-7GUIs---Part-1-The-Counter.html
2•ramenbytes•40m ago•0 comments

So whats the next word, then? Almost-no-math intro to transformer models

https://matthias-kainer.de/blog/posts/so-whats-the-next-word-then-/
1•oesimania•41m ago•0 comments

Ed Zitron: The Hater's Guide to Microsoft

https://bsky.app/profile/edzitron.com/post/3me7ibeym2c2n
2•vintagedave•44m ago•1 comments

UK infants ill after drinking contaminated baby formula of Nestle and Danone

https://www.bbc.com/news/articles/c931rxnwn3lo
1•__natty__•45m ago•0 comments

Show HN: Android-based audio player for seniors – Homer Audio Player

https://homeraudioplayer.app
3•cinusek•45m ago•1 comments

Starter Template for Ory Kratos

https://github.com/Samuelk0nrad/docker-ory
1•samuel_0xK•46m ago•0 comments

LLMs are powerful, but enterprises are deterministic by nature

2•prateekdalal•50m ago•0 comments

Make your iPad 3 a touchscreen for your computer

https://github.com/lemonjesus/ipad-touch-screen
2•0y•55m ago•1 comments

Internationalization and Localization in the Age of Agents

https://myblog.ru/internationalization-and-localization-in-the-age-of-agents
1•xenator•55m ago•0 comments

Building a Custom Clawdbot Workflow to Automate Website Creation

https://seedance2api.org/
1•pekingzcc•58m ago•1 comments

Why the "Taiwan Dome" won't survive a Chinese attack

https://www.lowyinstitute.org/the-interpreter/why-taiwan-dome-won-t-survive-chinese-attack
2•ryan_j_naughton•58m ago•0 comments

Xkcd: Game AIs

https://xkcd.com/1002/
2•ravenical•1h ago•0 comments

Windows 11 is finally killing off legacy printer drivers in 2026

https://www.windowscentral.com/microsoft/windows-11/windows-11-finally-pulls-the-plug-on-legacy-p...
2•ValdikSS•1h ago•0 comments

From Offloading to Engagement (Study on Generative AI)

https://www.mdpi.com/2306-5729/10/11/172
1•boshomi•1h ago•1 comments
Open in hackernews

How do you realistically render RAL colors on aluminium window frames?

https://protabula.com/en
2•apavlinovic•1mo ago

Comments

apavlinovic•1mo ago
Hi HN Community! This is my first time sharing here, so be gentle :O :D

My wife and I are building a house, and as many enw house owners, we are shocked by the amount of choices we have to make. Not a bad thing per se, but in general, it is quite disheartening when you see it.

One of the choices we have to make are window and door material and color. We are on the fence between going all white uPVC or going for RAL colored aluminium. And here lies the problem – we don't have a way to see how the RAL colors appear on aluminium.

Most, if not all, new builds around use use anthracite (RAL 7016), which we dislike, and we are limited to trying to find examples online with Pinterest and Instagram. Unfortunately, we are quite sure that many images we encounter are mislabeled and showing a different RAL color under a different code.

This has led to me trying to build something to help us visualise the colors. Well, a software engineer tries to solve everything with software eventually. I built something, and it is live here https://protabula.com/en but I am not happy with the way the colors are rendered.

This is my rendering "pipeline", summarised by Claude. I use a base render image and a black and white mask image to isolate the areas that need coloring:

  Applies RAL colors to pre-rendered house scenes using ratio-based tinting in linear RGB:

  1. Load base scene + pixel mask
  2. Convert target color to linear RGB (gamma decode)
  3. Compute adaptation ratio: targetChannel / neutralBaseChannel
  4. For each pixel: tintedChannel = baseChannel × ratio
  5. Blend by mask strength to preserve highlights
  6. Convert back to sRGB (gamma encode)

  Uses adaptive neutral base selection (lighter neutral for light colors, darker for dark).
Do you have experience with this? Does anyone know how to render the colors better? Any suggestions on how to do mapping? Is there some library of materials online that I am not aware of that includes RAL colors? Should I switch to 3d rendering?

Thanks in advance, sorry for the lengthy post, and I hope you have a great New year!

gus_massa•1mo ago
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