Coding with LLMs in the summer of 2025 (an update)

Frontier LLMs like Gemini 2.5 PRO can grasp thousands of lines of code in seconds and extend programmer capabilities. Clear problem descriptions and accepting back-and-forth collaboration with LLMs enables eliminating bugs before code reaches users, as demonstrated with Redis Vector Sets implementation.