5 ms·

Show HN: Reactor Atlas

79 points by fedecaccia 13d ago

Hi HN, I'm a nuclear engineer and tech entrepreneur. After working for 3 years in the National Atomic Energy Commision (CNEA) in HPC software for nuclear simulations, I co-founded ratherlabs.com, a software company providing blockchain solutions for startups. Rather Labs business reached ~6 million usd in annual revenue in 2024; now demand is decreasing as our niche clients are using AI to launch their MVPs. Now I'm joining my scientific background with my entrepreneurial inclinations to think of problems related to the energy industry. Nuclear is experiencing a renaissance now (it was in a dark age when I was studying after the Fukushima event) so I think this is the right moment for me to jump again into the field. Reactor atlas is an interactive nuclear reactor map and an intelligence layer on top of it. The basic layer indexes: - power reactors - research reactors - fuel facilities with their history and projection, by country. The project is solving a fragmented information ecosystem, where operational and commercial data is hard to conciliate. Also, I'm monitoring nuclear news associated with each of the facilities, political declarations that may affect the nuclear landscape and geo-phisical news (like earthquakes) that could affect operation. On top of the operational + news layer, I'm creating an intelligence layer that will help institutions of different types make faster decisions by subscribing to very specific alerts. As an engineer, I used to code in fortran and c++ when I was working at CNEA, and later I participated in the first Rather Labs projects architecting complex async systems, mostly using MERN stack. I'm no longer coding anymore. I'm focused on designing robust systems with AI agents. I mainly used Claude Fable 5.1 to develop reactoratlas.com, deploying on vercel and using mostly nextjs, threejs, postgreSQL and some cron jobs to query and update data. I miss coding as in the old days, but I haven't code a single line in this project. And I strongly believe we humans shouldn't code anymore: our responsibility is now on designing and supervising AI systems. Thanks for your attention!

deleted 13d ago
[deleted]
beyondcompute 13d ago
Cool project! However, the map-globe navigation feels confusing and unintuitive compared to a more conventional 2D map UI. Also the clustering algorithm makes labels “jump” in a jarring way during zooming. I’d tune it somehow so that it feels better to the users.
- fedecaccia 13d ago
  Thanks for the feedback! Al these are welcome and Im taking note for improvements. On the 2D map UI: you can select the 2D option right above the years slider. I hope it works as expected! Will update soon with the other improvements!
winrid 13d ago
I thought the monitoring part was cool: https://reactoratlas.com/en/monitoring https://reactoratlas.com/en/monitoring But why does it say stuff about hydropower? is that a translation bug? > I strongly believe we humans shouldn't code anymore It's okay to enjoy things.
- fedecaccia 13d ago
  Sure! not a translation bug! The monitoring section you mention is part of the “signals” layer, where I’m tracking things like increases/decreases in power generation and grid contributions. I think this kind of data could be useful for operators and institutions. The Monitoring/News section, on the other hand, is 99% nuclear. And yeah, fair point on the coding comment. I guess I still enjoy it too much! I’ll publish some piece of code fully coded by my own fingers one of these days
  - winrid 12d ago
    It would probably be good to be able to filter between the two. Personally I just wanted to see the list of events directly related to the nuclear plants. Since you know, that's what the site is for :)
    - fedecaccia 12d ago
      ok! I'll add a filter in this page, looking forward to deploy an update in next hours.
defrost 13d ago
Nice site, looks like you had a bit of fun putting it together. Missing the Australian research reactor OPAL in Lucas Heights, Sydney - https://www.ansto.gov.au/education/nuclear-facts https://www.ansto.gov.au/education/nuclear-facts Note that while you do have the no longer operating Fukushima Daiichi plant, you don't have the ceased functioning easter egg natural nuclear fission reactors, such as the one in Oklo, Gabon. It seems related to address nuclear waste also - the filthy sites related to early nuclear weapons development, the surface blast sites during the testing years, current and proposed repository locations, various open pools of low level radioactive waste from mining, rare earth processing, etc. And, if you're going "full stack" - nuclear sources - Olympic Dam (sitting tight with large reserves), former African sites, Kazakhstan supplying the US and elsewhere, automated uranium mining in Canada, etc.
- amenghra 13d ago
  There must be tons of research reactors around the world. E.g. https://www.epfl.ch/labs/lrs/facilities/crocus-reactor/ https://www.epfl.ch/labs/lrs/facilities/crocus-reactor/ runs at 100W and is used for teaching/research purpose.
  - defrost 13d ago
    Sure, and they should all be part of an Atlas that purports to map research reactors. Moreover, the entire continent of Australia currently lacks any pins .. so it'd be nice to get one there for Lucas .. if not for for one of the globe's largest uranium reserves and maybe for that place where the British dusted a future UK Prime Minister with fallout.
    - fedecaccia 12d ago
      I have changed the UI, now both power and research layers are on by default, so you should see nuclear pins in Australia at first sight. Thanks for the feedback!
- fedecaccia 13d ago
  * * *
mineralhoiland 13d ago
This is a cool development, it has great information on worldwide nuclear facilities and energy production details, I also enjoy vibe coding physics/scientific apps, and I've been working on nuclear fusion and alternative efficient reactor designs for the past few years. Nice to see another scientist adapting to AI acceleration of programming and research.
- fedecaccia 12d ago
  thanks for your support! Im passionate about nuclear fusion as well, and there will be more projects to come from my side..! Feel free to share your projects in the community! Happy to take a look
jtreitz 13d ago
hurts to see Germany at 0MWe in 2026 :(
- fedecaccia 12d ago
  a reaction to 2011 fukushima event. The ironic fact: if you check japan nuclear power evolution, they just had a small drop and later keep growing, nowadays in top 3!
sajithdilshan 13d ago
Cool site, didn't know Bangladesh was building nuclear reactors. Good for them. Stable and affordable energy is paramount to lift millions out of poverty. Hope Bangladesh would get more industrial factories that is being moved out of countries like Germany.
- fedecaccia 9d ago
  Thanks! Yes, Bangladesh is building two VVER 1200s, 1,080 MWe net each. Unit 1 is scheduled for commercial operation this year and unit 2 next.
kaito2503 12d ago
.
fedecaccia 11d ago
I implemented several updates in the platform, based on all the feedback received in the last 24 hs. Thanks to all the folks that helped improving the platform! BTW it was pinned as a resource in the nuclear subreddit, which makes me very happy: people is finding it very useful!
rooty_ship 9d ago
[dead]

79 points by fedecaccia 13d ago

deleted 13d ago

[deleted]

beyondcompute 13d ago

Cool project! However, the map-globe navigation feels confusing and unintuitive compared to a more conventional 2D map UI. Also the clustering algorithm makes labels “jump” in a jarring way during zooming. I’d tune it somehow so that it feels better to the users.

fedecaccia 13d ago
Thanks for the feedback! Al these are welcome and Im taking note for improvements. On the 2D map UI: you can select the 2D option right above the years slider. I hope it works as expected! Will update soon with the other improvements!

winrid 13d ago

I thought the monitoring part was cool: https://reactoratlas.com/en/monitoring https://reactoratlas.com/en/monitoring But why does it say stuff about hydropower? is that a translation bug? > I strongly believe we humans shouldn't code anymore It's okay to enjoy things.

fedecaccia 13d ago
Sure! not a translation bug! The monitoring section you mention is part of the “signals” layer, where I’m tracking things like increases/decreases in power generation and grid contributions. I think this kind of data could be useful for operators and institutions. The Monitoring/News section, on the other hand, is 99% nuclear. And yeah, fair point on the coding comment. I guess I still enjoy it too much! I’ll publish some piece of code fully coded by my own fingers one of these days
- winrid 12d ago
  It would probably be good to be able to filter between the two. Personally I just wanted to see the list of events directly related to the nuclear plants. Since you know, that's what the site is for :)
  - fedecaccia 12d ago
    ok! I'll add a filter in this page, looking forward to deploy an update in next hours.

defrost 13d ago

Nice site, looks like you had a bit of fun putting it together. Missing the Australian research reactor OPAL in Lucas Heights, Sydney - https://www.ansto.gov.au/education/nuclear-facts https://www.ansto.gov.au/education/nuclear-facts Note that while you do have the no longer operating Fukushima Daiichi plant, you don't have the ceased functioning easter egg natural nuclear fission reactors, such as the one in Oklo, Gabon. It seems related to address nuclear waste also - the filthy sites related to early nuclear weapons development, the surface blast sites during the testing years, current and proposed repository locations, various open pools of low level radioactive waste from mining, rare earth processing, etc. And, if you're going "full stack" - nuclear sources - Olympic Dam (sitting tight with large reserves), former African sites, Kazakhstan supplying the US and elsewhere, automated uranium mining in Canada, etc.

amenghra 13d ago
There must be tons of research reactors around the world. E.g. https://www.epfl.ch/labs/lrs/facilities/crocus-reactor/ https://www.epfl.ch/labs/lrs/facilities/crocus-reactor/ runs at 100W and is used for teaching/research purpose.
- defrost 13d ago
  Sure, and they should all be part of an Atlas that purports to map research reactors. Moreover, the entire continent of Australia currently lacks any pins .. so it'd be nice to get one there for Lucas .. if not for for one of the globe's largest uranium reserves and maybe for that place where the British dusted a future UK Prime Minister with fallout.
  - fedecaccia 12d ago
    I have changed the UI, now both power and research layers are on by default, so you should see nuclear pins in Australia at first sight. Thanks for the feedback!
fedecaccia 13d ago
* * *

mineralhoiland 13d ago

This is a cool development, it has great information on worldwide nuclear facilities and energy production details, I also enjoy vibe coding physics/scientific apps, and I've been working on nuclear fusion and alternative efficient reactor designs for the past few years. Nice to see another scientist adapting to AI acceleration of programming and research.

fedecaccia 12d ago
thanks for your support! Im passionate about nuclear fusion as well, and there will be more projects to come from my side..! Feel free to share your projects in the community! Happy to take a look

jtreitz 13d ago

hurts to see Germany at 0MWe in 2026 :(

fedecaccia 12d ago
a reaction to 2011 fukushima event. The ironic fact: if you check japan nuclear power evolution, they just had a small drop and later keep growing, nowadays in top 3!

sajithdilshan 13d ago

Cool site, didn't know Bangladesh was building nuclear reactors. Good for them. Stable and affordable energy is paramount to lift millions out of poverty. Hope Bangladesh would get more industrial factories that is being moved out of countries like Germany.

fedecaccia 9d ago
Thanks! Yes, Bangladesh is building two VVER 1200s, 1,080 MWe net each. Unit 1 is scheduled for commercial operation this year and unit 2 next.

kaito2503 12d ago

fedecaccia 11d ago

I implemented several updates in the platform, based on all the feedback received in the last 24 hs. Thanks to all the folks that helped improving the platform! BTW it was pinned as a resource in the nuclear subreddit, which makes me very happy: people is finding it very useful!

rooty_ship 9d ago

[dead]