Calcite is a neat project that uses existing projects to suggest code snippets. https://edelstein.pebbles.cs.cmu.edu/calcite/ (hasn't hit the industry AFAIK)
miniblog.
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LLMs have been really helpful for me porting some JS projects to TS.
Since the types are erased and annotations are optional, I can go gradually and safely with more minimal human oversight.
(I'm not sure if it'll significantly help robustness, but it's lovely for navigation.)
Reviewing some of my earliest web projects: they have a mix of Postgres, MySQL and Mongo.
These days I just use sqlite for all my personal projects. It's really good at my scale and makes deploying very easier.
Caddy is really growing on me. It's nice having a web proxy that includes letsencrypt functionality without any additional configuration.
I've tended to use nginx with a separate letsencrypt setup for projects before, and it's much more awkward.
