IVF in Italy is included in universal health care already, regardless of age.

If the government is going to pay for IVF for 40 years old women it would be cheaper if those women had eggs frozen at 20 because overall you would succeed with fewer embryo transfers.

Of course that's not the only policy needed, we need affordable house for families, schools, decent parental leave for both parents.

The "But Wait, We Need Filters Too" paragraph mentions "US" filter which is introduced only later on.

Having done IVF with my wife I think this is the most underrated fertility advice available today.

I don't understand why governments of countries with increasing average age and low birth rate don't pay for this for all women. This is one the best pro-family policies that can be implemented.

I found gemini 3 pro to be pretty good.

Overall understanding of the code, code generation capabilities and ability to explain are all pretty good.

It's worth mentioning debezium https://debezium.io/

It allows to publish all changes from the db to Kafka.