take your abandon laptop which still runs and install Ubuntu on it ... you will see how easy linux is today ... there is no justification for microsoft windows in 2026

I've had haggis in the UK and it's absolutely delicious. interesting thing is if you go to an Arab butcher shop in Brussels they have essentially the same thing. they don't call it haggis but it's the same ingredients so the plot thickens as to the history, I think it's a universal treat

after+30 years writing code in a dozen languages building systems from scratch I love vibe coding ... it's drinking from a fire hose ... in two months I vibe coded a container orchestration system which I call my kubernetes replacement project all in go with a controller deciding which VM to deploy containers onto, agents on each host polling etcd for requests created by the controller ... it's simple understandable maintainable extendable ... also vibe coded go cdk to deploy AWS RDS clusters, API gateway, handful of golang lambda functions, valkey elasticache and a full feature data service library which handles transactions and save points, cache ... I love building systems ... sure I could write all this from scratch by hand and I have but vibe coding quickly exposes me to the broad architecture decisions earlier giving me options to experiment on various alternatives ... google gemini in antigravity rocks and yes I've tried them all ... new devs should not be vibe coding for the first 5 years or more but I lucked into having decades of doing it by hand

https://m.youtube.com/watch?v=KFvhpt8FN18 clear detailed explanation of the AWS outage and how properly designed systems should have shielded the issue with zero client impact

Sounds like a replacement for slack is needed

harbor is great ... simple to install ... it's the only container registry I ever use

US fed gov is long overdue for a hard reset ... Trump is not a politician so is not beholden to the deep state and/or neocons ... DOGE is exactly what is needed ... if you have done your homework to appreciate just how radically efficient Tesla, SpaceX, X and xAI are it's a gift to the USA tax payers to have Musk gut out the graft ... government is a monopoly with zero competition run by the non tech savvy ... Tesla is light-years ahead of ICE manufacturers and has an extremely deep bench ... Musk himself says cars will be a minor player in the Tesla portfolio

haters dumping on Musk rn are running scared so expect ongoing hit pieces ... that Wired article is tat ... Buckle up and be prepared to hear devastating reveals from DOGE soon

android also insecure?

possible goal of your project would be to allow users even on your free level to get interviewed by your ML and receive feedback ... to me that has as much traction as being simply hiring manager focused

These are the same ratings agencies who were paid enormous sums from investment banks to give their subprime asset backed security products AAA ratings in lead up to financial crash of 2007 .... pure corruption ... I know I was boots on the ground