Where the Training Data Runs Out: Why Domain CLIs Need a Playbook
The CLI-vs-MCP debate has covered tools the model already knows. It hasn't covered the harder case: agents needing domain expertise the model lacks. A domain CLI paired with a workflow playbook puts practitioner judgment — the kind the model can't generate on its own — into the agent's loop. The architecture is also a governance question: whose expertise travels through your tool.
