I joined a company where most stuff is done in Java and tried to explain to colleagues that sn external connection pool would ne good. They didn't know such things existed at all, and then refused because in their mind the application-specific intetnal pools were all they needed. Which was and is totally wrong - the application server internal pools, like HikariCP only share connections between threads inside the server. What if now we have 4 instances of the same server running (because of a deployment, where 2 new ones are spawned, started and the 2 old ones aren't taken down until the loadbalancer determines that the new o es are running ok. Now you need 2x the number of connections available than you would ususlly need. Once we had run out of connections when for some reason aws went crazy and started deploying too many instances of the application.