assistant

An overview of designing a Linux command AI assistant that turns plain-English requests into safe, runnable shell commands. The article covers intent parsing, command generation and explanation, context from system state, sandboxing to prevent damage, terminal integration, feedback loops to refine outputs, and examples showing how the assistant accelerates everyday CLI tasks.