Give an AI Agent Write Access One Verb at a Time

说明与用途

为 AI 代理授予写入权限时，需要按撤销成本对动作进行分类，记录每个决策，并分阶段推出自治，从低风险动作开始。

问题

When an AI agent has write access, a single wrong action can cause irreversible damage, yet many teams lack a systematic way to decide which actions the agent can perform and how to monitor them.

结果

By classifying verbs, logging decisions, and staging rollout, the team achieved safe write access for AI agents, reducing accidental changes and enabling autonomous operations for low‑risk actions.

工作流

• 1. List all verbs the agent can perform against named systems.
• 2. Sort verbs into free, awkward, and one‑way buckets based on undo cost.
• 3. Assign each verb a mode: dry_run, needs_approval, or autonomous.
• 4. Implement logging for every decision point, including declined actions.
• 5. Deploy in stages: start with dry_run to collect real traffic logs.
• 6. Move verbs to draft‑and‑approve, reviewing queued actions.
• 7. Graduate verbs to autonomous one at a time, applying caps and kill switches.
• 8. Monitor for silent skips and other failures, alerting on absence of action.

证据

The point is not the type. The point is that nobody can add a tool without answering "what does undo look like for this?" in the same pull request.

来源

Once the list is sorted, the approval gate goes at the line between awkward and one‑way.

来源

The rollout sequence below costs a couple of extra weeks, and it removes most of the argument about whether the agent is trustworthy, because it replaces opinions with a log.

来源