JevMade hello@JevMade.com
← Back to guides

JevMade field notes / Agent walkthrough

Set up an AI checker to approve or pause automated refunds

A safety check for an AI assistant can score proposed refunds against company rules. This setup automatically approves clear cases, blocks bad ones, and pauses uncertain situations for a person to review.

Original by OpenRouterGuardrails

Listen to this guide

JevMade’s plain-English explanation

0:00 /

AI narration

Credits

“Gate Agent Tool Calls with Jev” by OpenRouter. Read the original source.

This expanded guide is an AI-narrated adaptation prepared by JevMade. It expands the source’s essential ideas, examples and caveats in JevMade’s own words and is not a word-for-word reading. The synthetic voice does not imitate the author or imply their endorsement.

Our summary

A safety check helps an AI assistant handle customer service without needing a person to approve every action. Instead of reviewing every single refund the software tries to give, this setup automatically approves clear cases, blocks bad ones, and only asks a human about uncertain situations.

Before the software issues a refund, it sends the customer message, the company rules, and the proposed amount to Jev. Jev is an AI tool that chooses from options rather than writing an answer. It scores the request, and the software uses those scores to act.

This method helps people managing automated support systems, but it has limits. The AI checker cannot do exact math or act as a final security wall. The software must still check account balances itself and keep a permanent record of the scores and resulting actions.

Key takeaways

  1. Send the proposed refund, the customer message, and the rules together for the best evaluation.
  2. Set strict number limits in your code to decide when to approve, block, or pause.
  3. Keep a log of the inputs, scores, and resulting actions instead of asking for a written explanation.

In these tests, the AI checker gave slightly different scores when asked the same question multiple times. Because these numbers drift, the software still needs strict mathematical rules to prevent unauthorized actions.

OpenRouter cookbook · Source reviewed

Read the original guide Opens the author’s site in a new tab.