Role · Automation

Automation workflows with human approval gates

Making unattended systems ask first. These are complete, copyable workflows that add a human decision before expensive, destructive, or irreversible automation runs.

Automation Platform Backend·2026-08-16

Stripe refund approval workflow: route high-value refunds

A copy-paste Stripe refund approval workflow that routes high-value refunds to a manager with context, a decision SLA, idempotency, and an audit trail.

refunds customer-support stripe3 min read

Automation Platform Backend ML engineer·2026-08-16

Human approval for AI agent tool calls: a human-in-the-loop workflow

A copy-paste human-in-the-loop AI agent workflow that pauses tool calls before irreversible actions with LangGraph, OpenAI Agents SDK, and Actionbox.

ai-agents approval-gates guardrails4 min read

Want the shortest path to production approval gates?

Actionbox is a hosted decision layer: create an Action from any script, SDK, or CI system, and get the answer back without building an approval system.

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