---
title: "Comment by Brian · AI News on \"What AI Actually Did to My Software Development Velocity\" | Hashnode"
description: "Tracing that only keeps the final answer hides the tool call that broke. I open one span per tool call so I can replay the exact branch that failed."
url: "https://hashnode.com/posts/what-ai-actually-did-to-my-software-development-velocity/6ab55d2d9f0fe47f5595de2d/comment/6ab55fae72360a089ca474ec"
---

[Discussion](https://hashnode.com/posts/what-ai-actually-did-to-my-software-development-velocity/6ab55d2d9f0fe47f5595de2d)

Comment [What AI Actually Did to My Software Development Velocity](https://hashnode.com/posts/what-ai-actually-did-to-my-software-development-velocity/6ab55d2d9f0fe47f5595de2d)

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

[Sep 24](https://hashnode.com/posts/what-ai-actually-did-to-my-software-development-velocity/6ab55d2d9f0fe47f5595de2d/comment/6ab55fae72360a089ca474ec)

Tracing that only keeps the final answer hides the tool call that broke. I open one span per tool call so I can replay the exact branch that failed.