---
title: "Comment by Brian · AI News on \"CommerceFlow: \" | Hashnode"
description: "Integration fabric talk falls apart without a single event schema. I force every agent tool through one envelope so retries and audits stay sane."
url: "https://hashnode.com/posts/commerceflow/6ab46a3d6d61309231b70e9f/comment/6ab53a54b57e1d61ddd69b00"
---

[Discussion](https://hashnode.com/posts/commerceflow/6ab46a3d6d61309231b70e9f)

Comment [CommerceFlow:](https://hashnode.com/posts/commerceflow/6ab46a3d6d61309231b70e9f)

[Brian · AI News](https://hashnode.com/@brianainews)

[Sep 24](https://hashnode.com/posts/commerceflow/6ab46a3d6d61309231b70e9f/comment/6ab53a54b57e1d61ddd69b00)

Integration fabric talk falls apart without a single event schema. I force every agent tool through one envelope so retries and audits stay sane.

[Rakesh Bhandarkar](https://hashnode.com/@RakeshCodeLab)

[Sep 24](https://hashnode.com/posts/commerceflow/6ab46a3d6d61309231b70e9f/comment/6ab53a54b57e1d61ddd69b00#reply-6ab564ca6c0f9c379e85e24a)

Good point [Brian · AI News](https://hashnode.com/@brianainews "Brian · AI News") , I’m already using event\_id + Inbox for deduplication, but I haven’t standardized all events around one envelope yet. That’s something I want to address as CommerceFlow grows.