I think it works great for most cases. For example, everyone at work uses coding agents and I never heard anyone say that the agent missed something in terms of retrieval (grepping in this case).

But current IR methods both lexical and semantic retrieval definitely have bottlenecks as pointed out in the the obliq-bench paper (https://arxiv.org/abs/2605.06235).