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This is by far the most complex thing I have implemented on this website. By ‘I’, I of course mean that most of it was done by Claude. It’s almost 2000 lines of code and I don’t have much more than a high level overview of how it all works.

The service uses Resend to automatically send emails. I keep track of subscriptions using a database on Cloudflare.

Here are some of the considerations when creating this tool:

I have a bunch of fail-safes and tests included so I can be as sure as I can that it is reliable, but I am trusting Opus to a large extent. At least it made a manual on how to set up the workers, test, and deploy.

Other tools I’ve been able to implement include:


I predict we’ll be seeing a particular paradigm shift, as AI tools get cheaper and more capable. We are going to see more individuals and small businesses write in-house code to suit their particular needs, instead of going with monolithic do-everything companies that also charge for everything, and might be slow to change or fix things unless you are a well-paying customer. Programming jobs will pick back up again, but they will be more distributed towards internal software for small businesses instead of large tech companies.

Personally, I really like being able to have minimal reliance on other people’s tools and APIs. When all of the code is in my own repository, it makes it very easy to go fast and make the changes I want. I can have exactly the code that I need, and if there are any issues I can fix them myself.

Until Claude has an outage, that is, and then I’ll be stuck.