I have been trying to find such an article for so long, thank you! I think a common reaction to Agents is “well, it probably cannot solve a really complex problem very well”. But to me, that isn’t the point of an agent. LLMs function really well with a lot of context, and agent allows the LLM to discover more context and improve its ability to answer questions.