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Ask HN: How are researchers using AlphaFold in 2026?

1•jocho12•1m ago•0 comments

Running the "Reflections on Trusting Trust" Compiler

https://spawn-queue.acm.org/doi/10.1145/3786614
1•devooops•6m ago•0 comments

Watermark API – $0.01/image, 10x cheaper than Cloudinary

https://api-production-caa8.up.railway.app/docs
1•lembergs•7m ago•1 comments

Now send your marketing campaigns directly from ChatGPT

https://www.mail-o-mail.com/
1•avallark•11m ago•1 comments

Queueing Theory v2: DORA metrics, queue-of-queues, chi-alpha-beta-sigma notation

https://github.com/joelparkerhenderson/queueing-theory
1•jph•23m ago•0 comments

Show HN: Hibana – choreography-first protocol safety for Rust

https://hibanaworks.dev/
5•o8vm•25m ago•0 comments

Haniri: A live autonomous world where AI agents survive or collapse

https://www.haniri.com
1•donangrey•25m ago•1 comments

GPT-5.3-Codex System Card [pdf]

https://cdn.openai.com/pdf/23eca107-a9b1-4d2c-b156-7deb4fbc697c/GPT-5-3-Codex-System-Card-02.pdf
1•tosh•38m ago•0 comments

Atlas: Manage your database schema as code

https://github.com/ariga/atlas
1•quectophoton•41m ago•0 comments

Geist Pixel

https://vercel.com/blog/introducing-geist-pixel
2•helloplanets•44m ago•0 comments

Show HN: MCP to get latest dependency package and tool versions

https://github.com/MShekow/package-version-check-mcp
1•mshekow•52m ago•0 comments

The better you get at something, the harder it becomes to do

https://seekingtrust.substack.com/p/improving-at-writing-made-me-almost
2•FinnLobsien•53m ago•0 comments

Show HN: WP Float – Archive WordPress blogs to free static hosting

https://wpfloat.netlify.app/
1•zizoulegrande•55m ago•0 comments

Show HN: I Hacked My Family's Meal Planning with an App

https://mealjar.app
1•melvinzammit•55m ago•0 comments

Sony BMG copy protection rootkit scandal

https://en.wikipedia.org/wiki/Sony_BMG_copy_protection_rootkit_scandal
2•basilikum•58m ago•0 comments

The Future of Systems

https://novlabs.ai/mission/
2•tekbog•58m ago•1 comments

NASA now allowing astronauts to bring their smartphones on space missions

https://twitter.com/NASAAdmin/status/2019259382962307393
2•gbugniot•1h ago•0 comments

Claude Code Is the Inflection Point

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

Show HN: MicroClaw – Agentic AI Assistant for Telegram, Built in Rust

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

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

https://github.com/AleatorAI/OMNI-BLAS
1•LowSpecEng•1h 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•1h ago•0 comments

AI Agent Automates Google Stock Analysis from Financial Reports

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

Voxtral Realtime 4B Pure C Implementation

https://github.com/antirez/voxtral.c
2•andreabat•1h ago•1 comments

I Was Trapped in Chinese Mafia Crypto Slavery [video]

https://www.youtube.com/watch?v=zOcNaWmmn0A
2•mgh2•1h ago•1 comments

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

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

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

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

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

https://www.youtube.com/watch?v=b9EbCb5A408
2•lifeisstillgood•1h 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/
2•bundie•1h ago•0 comments

When Albert Einstein Moved to Princeton

https://twitter.com/Math_files/status/2020017485815456224
1•keepamovin•1h ago•0 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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