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LLMs are most effective as tools embedded in products rather than standalone solutions. They excel at simplifying complex problems, but senior engineers remain essential due to LLMs' limitations in precision. While there's skepticism about a startup boom, internal tools are flourishing, enabling faster project completion. Current LLM capabilities are sufficient for many applications, and while improvements will continue, the existing tools already provide significant benefits. The reliance on LLMs may hinder junior developers' problem-solving skills, emphasizing the need for experienced engineers in the field.