An AI agent that sends an email it shouldn't have sent. A workflow that deletes records it was only supposed to read. An automation that calls an external API without authorization. Over-automation is one of the most consequential AI failures — and it is almost always caused by missing instruction design, not a software bug.
Diagnose your workflow free — 10 runs includedName what the AI may do and what it may not do, in writing: "You may read, summarize, and categorize records. You may not modify, delete, create, or export records without explicit human confirmation." Do not rely on the AI inferring limits from context. Write the boundary explicitly.
Enumerate every action with external consequences: sending messages, publishing content, making payments, modifying records, calling external APIs with write access. For each one, specify: "This action requires explicit human confirmation before execution."
Before any action that cannot be undone, the workflow instruction should require a confirmation step: "Before sending any message, output the exact message text and recipient and wait for a human 'confirm' response." This keeps a human in the loop for the actions that matter.
Replace "complete the task" with a specific, testable stop condition: "The workflow is complete when [specific condition is met]. Do not take any additional action after this point." A workflow without a clear stop condition keeps acting.
Write four things into the workflow: an action boundary (may/may not), a restricted actions list, approval gates before irreversible steps, and specific success criteria with a clear stop condition.
An explicit statement in the workflow instructions naming what the system may and may not do. Not implied — written out. Without a written action boundary, AI agents treat absence of prohibition as permission.
You need them for every irreversible action — anything that cannot be undone or has consequences outside the workflow. If an action fires incorrectly and can't be undone, it needs a gate. Read-only actions don't need them.
Agentic Workflow Doctor checks your full workflow design for missing action boundaries, absent restricted action lists, ungated irreversible steps, and overly broad success criteria — before the workflow runs. It returns a repaired design with explicit boundaries, approval gates, and paste-ready control clauses.