Under the hood, Tinkerstellar 2.0 comes with many improvements, such as support for Python 3.10 and improved stability. But more than that, the new version also adds multiple new tutorials.

Because Streamlit’s design forces an application reload with each user interaction, keeping persistent state in a Streamlit app isn’t always obvious. We’ve seen how data in a text box ...