Kubernetes is not bad, it's just low level. Most applications share the exact same needs (proof: you could run any web app on a simple platform like Heroku). That's why some years ago I built an open source tool (with 0 dependencies) that simplify Kubernetes deployments with a compact syntax which works well for 99% of web apps (instead of allowing any configuration, it makes many "opinionated" choices): https://github.com/cuber-cloud/cuber-gem I have been using it for all the company web apps and web services for years and everything works nicely. It can also auto scale easily and that allows us to manage huge spikes of traffic for web push (Pushpad) at a reasonable price (good luck if you used a VM - no scaling - or if you used a PaaS - very high costs).
HN user
collimarco
Over-editing and over-adding... I can find solutions that are just a few lines of code in a single file where AI would change 10 files and add 100s of lines of code. Writing less code is more important than ever. Too much code means more technical debt, a maintainability nightmare and more places where bugs can hide.
I have built Cuber (https://github.com/cuber-cloud/cuber-gem) a few years ago as a replacement for Heroku and now we use it to deploy all our Rails applications on DigitalOcean Kubernetes. Extremely lower cost, better performance, less bugs, better support...
Is this a real protection? The AI agent could simply run: enveil run -- printenv
your proven ability to deliver useful products
Which is not the case. It's just a useless product, without any real use case, which also introduces large security bugs in your system.
I have moved all Rails apps away from Heroku in the last years. It was great 10 years ago, but then became expensive, full of bugs and with terrible support. All our Rails apps (Pushpad, Newsletter.page, etc) are running on Cuber gem + DigitalOcean Kubernetes... In the last years we achieved 100% uptime (five nines), zero subtle bugs and huge cost savings.
That is what OpenAI, Claude, etc. will do with your data and conversations
In any case those clocks are all extremely inaccurate, even if AI could build a decent UI (which is not the case).
Some months ago I published this site for fun: https://timeutc.com There's a lot of code involved to make it precise to the ms, including adjusting based on network delay, frame refresh rate instead of using setTimeout and much more. If you are curious take a look at the source code.
It should appear only once, I can't reproduce your issue. What browser version / OS are you using?