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The purpose of Continuous Integration is to fail

https://blog.nix-ci.com/post/2026-02-05_the-purpose-of-ci-is-to-fail
1•zdw•57s ago•0 comments

Apfelstrudel: Live coding music environment with AI agent chat

https://github.com/rcarmo/apfelstrudel
1•rcarmo•1m ago•0 comments

What Is Stoicism?

https://stoacentral.com/guides/what-is-stoicism
3•0xmattf•2m ago•0 comments

What happens when a neighborhood is built around a farm

https://grist.org/cities/what-happens-when-a-neighborhood-is-built-around-a-farm/
1•Brajeshwar•2m ago•0 comments

Every major galaxy is speeding away from the Milky Way, except one

https://www.livescience.com/space/cosmology/every-major-galaxy-is-speeding-away-from-the-milky-wa...
2•Brajeshwar•2m ago•0 comments

Extreme Inequality Presages the Revolt Against It

https://www.noemamag.com/extreme-inequality-presages-the-revolt-against-it/
1•Brajeshwar•2m ago•0 comments

There's no such thing as "tech" (Ten years later)

1•dtjb•3m ago•0 comments

What Really Killed Flash Player: A Six-Year Campaign of Deliberate Platform Work

https://medium.com/@aglaforge/what-really-killed-flash-player-a-six-year-campaign-of-deliberate-p...
1•jbegley•4m ago•0 comments

Ask HN: Anyone orchestrating multiple AI coding agents in parallel?

1•buildingwdavid•5m ago•0 comments

Show HN: Knowledge-Bank

https://github.com/gabrywu-public/knowledge-bank
1•gabrywu•11m ago•0 comments

Show HN: The Codeverse Hub Linux

https://github.com/TheCodeVerseHub/CodeVerseLinuxDistro
3•sinisterMage•12m ago•2 comments

Take a trip to Japan's Dododo Land, the most irritating place on Earth

https://soranews24.com/2026/02/07/take-a-trip-to-japans-dododo-land-the-most-irritating-place-on-...
2•zdw•12m ago•0 comments

British drivers over 70 to face eye tests every three years

https://www.bbc.com/news/articles/c205nxy0p31o
14•bookofjoe•12m ago•4 comments

BookTalk: A Reading Companion That Captures Your Voice

https://github.com/bramses/BookTalk
1•_bramses•13m ago•0 comments

Is AI "good" yet? – tracking HN's sentiment on AI coding

https://www.is-ai-good-yet.com/#home
1•ilyaizen•14m ago•1 comments

Show HN: Amdb – Tree-sitter based memory for AI agents (Rust)

https://github.com/BETAER-08/amdb
1•try_betaer•15m ago•0 comments

OpenClaw Partners with VirusTotal for Skill Security

https://openclaw.ai/blog/virustotal-partnership
2•anhxuan•15m ago•0 comments

Show HN: Seedance 2.0 Release

https://seedancy2.com/
2•funnycoding•15m ago•0 comments

Leisure Suit Larry's Al Lowe on model trains, funny deaths and Disney

https://spillhistorie.no/2026/02/06/interview-with-sierra-veteran-al-lowe/
1•thelok•15m ago•0 comments

Towards Self-Driving Codebases

https://cursor.com/blog/self-driving-codebases
1•edwinarbus•16m ago•0 comments

VCF West: Whirlwind Software Restoration – Guy Fedorkow [video]

https://www.youtube.com/watch?v=YLoXodz1N9A
1•stmw•17m ago•1 comments

Show HN: COGext – A minimalist, open-source system monitor for Chrome (<550KB)

https://github.com/tchoa91/cog-ext
1•tchoa91•17m ago•1 comments

FOSDEM 26 – My Hallway Track Takeaways

https://sluongng.substack.com/p/fosdem-26-my-hallway-track-takeaways
1•birdculture•18m ago•0 comments

Show HN: Env-shelf – Open-source desktop app to manage .env files

https://env-shelf.vercel.app/
1•ivanglpz•22m ago•0 comments

Show HN: Almostnode – Run Node.js, Next.js, and Express in the Browser

https://almostnode.dev/
1•PetrBrzyBrzek•22m ago•0 comments

Dell support (and hardware) is so bad, I almost sued them

https://blog.joshattic.us/posts/2026-02-07-dell-support-lawsuit
1•radeeyate•23m ago•0 comments

Project Pterodactyl: Incremental Architecture

https://www.jonmsterling.com/01K7/
1•matt_d•23m ago•0 comments

Styling: Search-Text and Other Highlight-Y Pseudo-Elements

https://css-tricks.com/how-to-style-the-new-search-text-and-other-highlight-pseudo-elements/
1•blenderob•25m ago•0 comments

Crypto firm accidentally sends $40B in Bitcoin to users

https://finance.yahoo.com/news/crypto-firm-accidentally-sends-40-055054321.html
1•CommonGuy•25m ago•0 comments

Magnetic fields can change carbon diffusion in steel

https://www.sciencedaily.com/releases/2026/01/260125083427.htm
1•fanf2•26m ago•0 comments
Open in hackernews

Show HN: BrightShot – AI photo enhancement and virtual staging for real estate

https://bright-shot.com
2•pguiraoc•6mo ago
Hi HN, I'm Pau and I just launched Brightshot (https://bright-shot.com/) — a tool that uses AI to enhance and virtually stage real estate photos.

The idea started when I was looking to buy my own apartment in my hometown. I was constantly frustrated by poor-quality listing photos — dark rooms, cluttered spaces, and angles that didn’t show much. I couldn’t tell whether the place had natural light, or even what it really looked like. The only way to know was to visit in person, which I didn’t always have time for.

That’s when I thought: what if there was a way to improve those photos automatically? Not just by making them look a bit nicer, but by actually revealing the potential of the space — clearer lighting, better framing, less visual noise, and even virtual staging. That’s what Brightshot does.

You can upload any photo — a living room, kitchen, exterior, whatever — and Brightshot will improve it automatically. It enhances lighting and clarity, removes visual clutter, and can even virtually furnish an empty space. You can also generate different lighting versions of the same room (like how it looks in the morning vs. evening), or create a short video walkthrough based on a single image.

I built it using a set of AI models tailored to real estate photography. Right now I’m working on batch editing for agencies, more customizable staging styles, and integrations for property platforms.

Would love to hear your thoughts — especially if you’ve ever rented, sold, or photographed a place. Does this solve a real pain? What’s missing? Would you trust AI-enhanced images for your own listing?

Thanks for reading! — Pau

Comments

ibdf•6mo ago
Honest question... how do you look at the outputs posted in the before/after section and think... "this is fine"?

Cabinets doors change in the kitchen, walls changes in the living room, floors change, bed is cut in half.

So you spend all this time researching for a place to buy just to get there and find out the place was actually all AI? I am not going to be living in a virtual space. If you want to sell this as room planning/ideas software, fine, but faking spaces for sale?

pguiraoc•6mo ago
Hi, thanks for the honest feedback. Yes, we definetly need to continue adjusting the model, it's not perfect.

It's not about creating a "virtual place" its supposed to be a tool to help real state agencies promote their listings.

The normal flow for an agency/person to add a listings is to:

- Clean the property - Remove furniture - Pay a photographer to take the pictures - Then list the proerty

That takes time and a lot of money. BrightShot is meant to be used as a tool to do that in much faster way. Instead of paying a photographer to take great pictures during the day, stage the shot etc. We can do that in just a few clicks.

It definetly needs refinment, but the few clients we have, actually use the tool on a weekly basis, not to "fake" the listing but to enhance it with more clean photos.

We are working on a much improved image generation process/model, will be launching next week. If you want to try, completly free of charge you are definatly invited to do that! Just in touch! Thanks for the feedback

andy_ng•6mo ago
Interesting idea, but I don't see much use case for it. Is it gonna be an another AI-powered photo editing feature, just like Photoshop or Canva, but more tailored for real estate? I understand that you want to make these eal estate photos look more attractive? But what's that point if the real places don't match the ads?
vijivishali•6mo ago
I agree. I've used headshot software, so much of what exists today, and they look very inauthentic. As it is real estate photos are staged.