Yeah I jumped on this quite excitedly but it's not prompt injection at all.
To be fair to the authors they don't actually say it is. But then they contrast it with the "0.00% prompt injection attack success rate".
The upshot is kinda the same - this is still evidence that we should be sandboxing our agents. But it doesn't actually challenge Anthropic's "our models are too clever to prompt-inject" vibe.
But Anthropic themselves are the ones who made the equivalence of "0.00% prompt injection attack success rate == auto-mode is safe"
The tweet literally says: "turns out you can get indirect prompt injection to ~0 on unseen attacks... auto mode is default in claude code as of next week"
Making the assertion, quite clearly in my opinion, that the reason auto mode is default is because he feels the lack of successful prompt injection attacks makes auto mode safe. This blog post proves that you can break auto mode's safety, even if it's not technically through a textbook indirect prompt injection attack.