even if the LLM is trained on flawless C code (which it isn't) it still has no way of reasoning about a complex system, it's just "what token is statistically most likely to come next"
The policy position that detection of prohibited drugs at arbitrary low levels should result in a punitive finding, even though it is not consistent with an attempt to enhance performance or with industry standards on permissible cross-contamination, is untenable.
If the goal is to establish the "cleanliness" of sport, then subjecting people who have almost-certainly done no wrong to the same treatment as those who almost-certainly have in fact undermines the moral position.
The rules are signed well before a career even becomes an option. Everyone who holds a race license, even if you buy a bike yesterday & start your first race today, signs the anti-doping agreement
Building/running Postgres in Windows' Linux compatibility layer or within Docker is typically the better option, especially considering that every cloud vender offers Postgres running on a Linux OS, and it's best to have your dev environment match your deployment environment as closely as possible.
With Linux as your starting point, getting up and running with apt-get install mysql vs. apt-get install postgresql was trivially similar in 2010.
If it helps you ship the business logic, sometimes it’s okay to concede some performance or other cost.
Sometimes it is, but also sometimes it isn't, and Rust at least gives you a choice (you can use Arc all over the place, or if performance is critical you can be more careful about specifying lifetimes)