AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
It shows what happens when an org treats AI-generated code as costless: engineers spend 12-13 hour days approving Claude Code output nobody reads, a real failure mode in fully agentic workflows.