AI coding agents like Claude Code traditionally use grep for code exploration, but this text-based approach forces them into iterative keyword guessing that wastes tokens. Benchmarks show grep-based workflows consume 39% more input tokens and require 26% more reasoning turns than semantic search alternatives. grepai is an
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