And how would apt help in this particular case? A supply chain attack can happen with any particular package manager. In this case, the compromised package was detected and mitigated within 93 minutes, affecting a total of ~330 users. Which is a lot better than how a lot of distros handled the xz breach last year.
All reasonably secure package managers (and https) operate on a chain of trust. There is little that can be done if that chain of trust is broken.
Based on this the cause was a malicious VSCode extension that stole credentials that were later used to trigger a deployment CI/CD pipeline. If there's anything to learn from this, it's probably to not use VSCode.