How this term is used in the channel In this channel's material, dumb agents vs. smart agents frames the difference between agents that merely execute narrow, mechanical steps and smart agents — general-purpose coding agents connected to your tools and file system — that can take on whole tasks and act as an operating system for knowledge work, not just programming. [^96100b6a-a941-5a32-adef-3df8a7183d9e@47] The practical stakes of the distinction show up in why a practitioner moved an entire day-to-day workflow from Claude Code to OpenAI's Codex desktop app: the value is in how capable and general the agent is, not just in whether it can run commands. [^96100b6a-a941-5a32-adef-3df8a7183d9e@47] Why the distinction matters When you explore agentic tools, this contrast helps you judge what to delegate: a dumb agent needs step-by-step supervision, while a smart agent can be handed bigger goals — building, reviewing, and iterating on real software — with the human shifting to planning, orchestrating, and verifying. [^96100b6a-a941-5a32-adef-3df8a7183d9e@47]