I won't be surprised if companies with large amounts of vibe coded systems end up blowing up.
41 karma · joined August 16, 2025
I won't be surprised if companies with large amounts of vibe coded systems end up blowing up.
What works for me is to pick an area that looks interesting (to me), paste some code and ask questions. Then you drill down until you sufficiently grok that area, then pick another, etc.
Live it up now! When you are old, frail, bad eyesight, little stamina -- you don't need much. Just a comfortable environment.
A simple advice is to consider the Taoist symbol of Yin-Yang. Move away from the dark and towards the light. Live in your own light!
Unless you have speed to market, MVP, etc considerations, then why not use the tools that you enjoy using the most?
If you have the means to focus on getting a masters in a speciality field that you have a strong inclination for, then just do it.
Earning good money doing something you dislike is a golden trap. For most people, a high income leads to an expensive lifestyle. Once you get used to that lifestyle it is near impossible to cut back and follow your passion later.
When you were looking for internships, did you not find any ML/robotics ops? I would have thought that a startup and doing a masters part-time would be a good option. Just need to hustle a bit more. Research potential startups, etc.
I have used HP, Lexmark and Brother laser jet printers and they all worked well. I did, rather naively, buy a Canon inkjet to print to print in colour -- a very big mistake. With a B&W laser I can print 99% of my needs and just pop down to the local big box office shop to print the rare colour print and photos.
As an example, AI in the field of radiology has required vast amount of guided training on radiology images before it was able to provide analysis capabilities. Yet once the need for surgery has been established only trained surgeons are able to perform the necessary operations.
* If the solution is software only, then there's probably a 100+ comparable solutions out there. See the point below about competition. I prefer problems that involve real people, real money and tangible solutions. YMMV
* First and foremost: Talk to real people who might have the problem you are solving. Emails, forums, etc are a waste of time. If you can't in person contact with 10 people who have the problem you are solving, then how are you going to scale to thousands of millions?
* How big is the pain you are solving? Getting people to part with money causes them existential pain. So your solution needs to transcend that.
* Check out the competition. If there is none, there probably isn't a market either. If you have competitors seek out how you can deliver 10x value compared to them. If you can't, then move on.
* Can you deliver a demonstrable, working MVP within 6 months. If not, then others will probably beat you in that race.
A buzz saw is great for cutting lumber; not so good for manicures.