Multiversion Python Thoughts

Last year I decided that I want to share my most important learnings about engineering, teams and quite frankly personal mental health. My hope is that those who want to learn from me find it useful. This is a continuation to this. Over the years, I've been asked countless times: “What advice would you give to young programmers or engineers?” ...

There is currently an effort underway to build a new universal lockfile standard for Python, most of which is taking place on the Python discussion forum. This initiative has highlighted the difficulty of creating a standard that satisfies everyone. It has become clear that different Python packaging tools are having slightly different ideas in...

It's been a few years since I wrote about my challenges with async/await-based systems and how they just seem to not support back pressure well. A few years later, I do not think that this problem has subsided much, but my thinking and understanding have perhaps evolved a bit. I'm now convinced that async/await is, in fact, a bad abstraction...

I wrote in the past about how I'm a pessimist that strives for positive outcomes. One of the things that I gradually learned is is wishing others to succeed. That is something that took me a long time to learn. I did not see the value in positive towards other people's success, but there is. There is one thing to be sceptical to a project or...

Most software that exists today does not forget. Creating software that remembers is easy, but designing software that deliberately “forgets” is a bit more complex. By “forgetting,” I don't mean losing data because it wasn’t saved or losing it randomly due to bugs. I'm referring to making a deliberate design decision to discard data at a later...