Task planning and tool selection
Start with a bounded task and the tools required to complete it. Define completion criteria, limits, and the conditions under which the agent should ask for help.
Agents · Playbook
Tool-using & ops agents
Agents that read, write, and act through APIs — triage, updates, and controlled workflow actions.
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← Agentic AIHuman approval gates where needed
Agree on which actions need a person to review the proposed change. Present the relevant context before approval and preserve a record of the decision.
Logging and failure recovery
Make attempted actions, completed actions, and failures distinguishable. Define a recovery path so operators can resume or correct work without repeating a change unintentionally.
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