@brankopetric00 Take a look at https://t.co/Co0uniIxSu it basically does exactly the same thing as NAT gateway for just the price of a tiny EC2 instance. Saved us a tonne when we deployed it
DeepSeek just proved the 'worthless' GPT wrapper startups are actually the ones with real moats.
A week ago, nothing was more LOW status than being a 'GPT wrapper' startup.
But I think we're learning that's DEAD wrong. Turns out they were just early to the only game that matters
While DeepSeek, Meta, Anthropic and Microsoft battle over benchmark scores, these 'wrapper' companies have been quietly building the only moat that matters: interface loyalty.
Because of how big owning the LLM is for national defense and the economy, the next breakthrough model is always 2 weeks away. DeepSeek launches today, someone else drops a better one tomorrow.
But getting millions of people to make your product part of their daily workflow - that's the real barrier to entry. ChatGPT didn't win because it had the best model. It won because it was dead simple to use. And I think it has staying power because of that.
This is why all those AI startups we dismissed are actually positioned to win. They're not competing on model performance - they're competing on being the default way humans interact with AI.
Frontier models are becoming commodities. User habits aren't. While everyone obsesses over the next architecture breakthrough, the real game is being played in the interface layer. The moat isn't in the model - it's in being the tool people reach for without thinking.
Technology advantage is temporary. Interface lock-in is forever.
Keep shipping those wrappers, my friends.
@davidfowl Makes sense. Yeah Iโve just used GitLab self hosted for years and have always found it very powerful, has most of what I need out of the box.
Thereโs basic templated CI pipelines you can use or you can build more complicated if needed.
Assume at MS youโre restricted to GitHub!
@davidfowl GitLab for source control and CI. Pipelines set up to build and push to AWS ECR. Then a templated Cloud Formation stack to take that and update AWS ECS
@bretajohnson@davidfowl@JamesNK@Microsoft Microservice architecture over mainly HTTP. The local dev experience involved running ~10 slnโs (even moved to Rider from VS to help with this). Aspire has enabled us to just run one solution and provision all the dependencies, as well as db / redis / rabbit, need to dig further
we added .Net Aspire to an existing project today, was surprisingly easy to integrate, and get instant actionable feedback. Shout out to @davidfowl / @JamesNK and others at @Microsoft for the hard work
@dylanbeattie@dgkimpton An example being @browserstack. Every now and again Iโd like to run some manual cross device tests. Iโd happily pay for an hour or day access, but Iโve found a way to get it free for a few mins at a time using temp emails.
The only paid plan locks me in for monthly recurring
@dylanbeattie@dgkimpton From experience itโs usually the licensing. 95% of the time youโre having to buy in to a recurring subscription for something youโd happily pay for to use for a week or two