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News & links about Python programming.
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It’s time to stop using Python 3.7

Python 3.7 will stop getting security updates in June 2023. Given the existence of 3.8, 3.9, 3.10, and 3.11, you really should upgrade.

https://pythonspeed.com/articles/stop-using-python-3.7/
An Introduction to Monitoring Microservices with Prometheus and Grafana

This article will introduce how you can set up monitoring on your microservice application using two of the popular tools in this space, Prometheus , and Grafana .

https://navendu.me/posts/introduction-to-monitoring-microservices/
Text-to-Image: Diffusion, Text Conditioning, Guidance, Latent Space

The fundamentals of text-to-image generation, relevant papers, and experimenting with DDPM.

https://eugeneyan.com/writing/text-to-image/
Finding JIT Optimizer Bugs using SMT Solvers and Fuzzing

This post describes a recent bug finding technique that I've added to the PyPy JIT testing infrastructure. This technique uses the Z3 theorem prover to find bugs in the optimizer of PyPy's JIT, in particular its integer operation optimizations.

https://www.pypy.org/posts/2022/12/jit-bug-finding-smt-fuzzing.html
Hey everyone, I’m the guy whose web app did really well here last week. It was a web app to help people who are struggling. Ironically, today I was let go from my job.

https://www.reddit.com/r/Python/comments/zq3sbt/hey_everyone_im_the_guy_whose_web_app_did_really/