Published onMay 25, 2026Tool surface is downstream of workflowaimcppara-vault-mcplab-noteI shipped one tool with a parameter. Eighteen hours later I split it into three. A day after that, I deleted one of the three. The lesson is that tool surface follows real use, not design.