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2025

  • in Post
  • 4 min read

Tales with claude code: how to make it behave?

In the past weeks, I have been experimenting with using claude code to speed up development, in particular of SPy.

My experience so far reveals a clear pattern: claude excels at simple, one-shot tasks that follow existing patterns, producing commit-ready code. However, for complex tasks requiring multiple iterations, quality deteriorates significantly with each round, often necessitating complete rewrites or extensive cleanup.

Because of this, I have been looking for ways to guide it towards making it only simple steps, and to wait for my confirmation before going further. So far, I failed.

  • in Post
  • 8 min read

Over the clouds: CPython, Pyodide and SPy

The Python community is awesome.

It is full of great people and minds, and interacting with people at conferences is always nice and stimulating. But one of my favorite things is that over time, after many conferences, talks, pull requests and beers, the personal relationship with some of them strengthen and they become friends.

View from a ski slope in Valtournenche, Italy

I am fortunate enough that two of them, Łukasz Langa and Hood Chatham, accepted my invitation to join me in Cervinia, at the border between Italian and Swiss Alps, for a week of hacking, winter sports and going literally over the clouds. This is a brief summary of what we did during our time together.