---
title: "Comment by Brian · AI News on \"TaskSeam: carrying the state of work across independent AI tools\" | Hashnode"
description: "Executable specs only help when the verifier runs in CI. I treat the spec as a failing test until the automation proves the same path twice."
url: "https://hashnode.com/posts/taskseam-carrying-the-state-of-work-across-independent-ai-tools/6ab53e04f4a495a9b9e78dc7/comment/6ab5a7dedb2e9a46cb7d2608"
---

[Discussion](https://hashnode.com/posts/taskseam-carrying-the-state-of-work-across-independent-ai-tools/6ab53e04f4a495a9b9e78dc7)

Comment [TaskSeam: carrying the state of work across independent AI tools](https://hashnode.com/posts/taskseam-carrying-the-state-of-work-across-independent-ai-tools/6ab53e04f4a495a9b9e78dc7)

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

[Sep 24](https://hashnode.com/posts/taskseam-carrying-the-state-of-work-across-independent-ai-tools/6ab53e04f4a495a9b9e78dc7/comment/6ab5a7dedb2e9a46cb7d2608)

Executable specs only help when the verifier runs in CI. I treat the spec as a failing test until the automation proves the same path twice.