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I understand why rust, but why TS? just for a front end?

Compiler errors help the chatbot find and fix problems. The equivalent in Ruby, RBS, isn't as widely adopted. Type annotations being in separate files is also inconvenient.

https://github.com/ruby/rbs


That’s true, however having only few eggs and shopping for several baskets does not make sense in early days. Not sure how big railway is, but usually you start small with one egg.


You’d think they wouldn’t have started with GCP. There are plenty of datacenters where you can buy racks and racks of servers, and talk to a human when something goes wrong, and even walk in and access your servers. That’s what I’d be using if I were to build a Rackspace today.


They started on GCP and have been migrating to their own "Metal" DC doing exactly what you're describing. But GCP is still their overflow given how rapidly they are growing and holds some amount of networking that routes to their DC.


Colo is worse than cloud when you're getting started. Sure, you can talk to a person but everything else is much lower quality. People are obsessed with having someone to yell at but yelling does not fix outages.


I loved zed for over 1 year, told for everybody to use it, because it was so fast and great.

But now using claude-code,gemini-cli,codex,etc it just seems less relevant. Just opened nvim with lazyvim and it feels nice, since I'm in terminal anyway it just feels more natural.

Still have zed opened, still like it but I guess honeymoon is over.


Cool idea, but you should consider required auth to ban trolls.

On other hand, I wonder why many pictures are in the middle of the bridges or viaducts?


You may be right, I may need auth down the line. I wanted to reduce friction and let people draw right away though. I think the bridges thing is an artifact of Mapillary, the API I use for panoramas. Dashcams tend to overrepresent highways. Working on better curation.


Hey Collin!

Interesting idea, few things:

- The website tells less than your comment here. I want to try but have no idea how destructive it can be.

- You need to add / mention how to do things in the RO mode only.

- Always explain destructive actions.

Few weeks ago I had to debug K8S on the GCP GDC metal, Claude Code helped me tons, but... I had to recreate whole cluster next day because agent ran too fast deleted things it should not delete or at least tell me the full impact. So some harness would be nice.


Hey! Yes I updated the website with some more of my comments. - RO mode would be a good idea - Agreed on explaining destructive actions. The only (possibly) destructive action is creating the sanbox on the host, but that asks the user's permission if the host doesn't have enough resources. Right now it supports VMs with KVM. It will not let you create a sandbox if the host doesn't have enough ram or cpus.

- The kubernetes example is exactly what this is built for, giving AI access is dangerous but there is always a chance of it messing something. Thanks for the comment!


Hey ifx, I had a couple questions about your points, what's the best way to reach you?


Peak in my profile.


agreed, the repo readme is far more informative than the website


https://blog.cloudbear.dev/

Simple blog, planning to expand a lot this year (as every year).


Technically you can!

I haven't seen it in the box yet, and pricing is unknown https://cloud.google.com/blog/products/ai-machine-learning/r...


That's interesting. While I suspect the pricing will lean heavily into enterprise sales rather than personal licenses, I personally like the idea buying models that I then own and control. Any steps from companies that make that more possible is great.


Just hand sketched what 5 year old would do on the paper - the house, trees, sun. And asked to generate 3d model with tree.js.

Results are amazing! 2.5 and 3 seems way way head.


Based on my benchmarks (run 100s of model generations).

2.5 stands between GPT-5 and GPT-5.1, where GPT-5 is the best of the 3.

In preliminary evals Gemini 3 seems to be way better than all, but I will know when I run extended benchmarks tonight.


Sorry to ask 7 days late, but what sort of prompt do you use to get it to do it? I tried the same exercise but it just placed the image in 2D in the 3D world. Much like Paper Mario but not what I was going for! Thank you.


It really puzzles me how this is helping and how it was done?

Does it make text more clear? How exactly? Does the German language is more descriptive? Does it somehow expands context?

So many questions in this fun fact.


This is amazing! First use-case was to open youtube to listen for some music with adblocker enabled! Works very well, however... now there is one more hidden place for music to play that might be hard to find. But this on user, not dev!

Really appreciate of the feature!


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