My guess is the tunnel will become the preferred roosting spot for the bats.

> We once saw a comment in the generated code that said "I need some coffee".

B1M covered this. The video has a fun animation of the political history too:

https://www.theb1m.com/video/italys-12bn-bridge-mystery

Loved that one. We need something like this for NZ's south and north islands and so far ships are by far the best option.

Maybe some semi submersible, low-safety tube for cargo could make sense tho, but I'm not holding my breath.

New government cancelled $1.45b ferry replacement project for cost blowout and everyone expects it to cost even more.

I usually just use asyncpg.

You can use asyncpg in SQLAlchemy

Lol same, writing SQL and directly wrangling Async connection pools always seemed way easier for me than trying to jam sqlalchemy into whatever hole I'm working with.

Why is the first one needed?

I think the idea here is that your first approach is what you think is correct. However, there's a chance the model is just outputting text that confirms your incorrect approach.

The second one is a different perspective that is supposed to be obviously wrong, but what if it isn't actually obviously wrong and it turns out that the model is outputting text that confirms what is actually the correct answer for something you thought was wrong?

The third one is then a prompt that pushes for contradiction between the two approaches you propose to the model to identify the correct answer or at least send you in the correct direction.

Don't sprinters start with 4 limbs on the ground? The advantage of the 4 limbs seems to be gone by the second step.

Trail runners often run with poles on up or down hills. Not sure about top speed, but from experience the poles definitely help with endurance.

related: https://bdickason.com/posts/speed-is-the-killer-feature/

Sebastián Ramírez created FastAPI and SQLModel, and was an early adopter of Pydantic. Samuel Colvin created Pydantic.

At a smaller scale, the efficiencies gained from properly designing the system are not a major savings.

That said, if I had a garden with a big fountain I absolutely would try to model it in EPANET ;)

Just how fancy is your irrigation system?

I suppose it's correct to say EPANET competes with expensive commercial offerings, but it's actually available completely free:

https://www.epa.gov/water-research/epanet

I know someone who uses it to design clean drinking water distribution systems in rural communities in Central America. They would not be able to do what they do if they had to pay for an expensive commercial licence.

Desktop EPANET is still windows-only though, so having a browser version is pretty cool.