---
title: "Discussion on \"Vibe Coding A Coding Harness\" | Hashnode"
description: "Discussion on \"Vibe Coding A Coding Harness\". I built atelier, a coding harness, with Claude Opus 4.7. Notes on architecture, model selection, GPU concurrency, and where the model struggled."
url: "https://hashnode.com/posts/vibe-coding-a-coding-harness/6a155afd7d85e6a1af59226c"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [Vibe Coding A Coding Harness](https://agentops.hashnode.dev/vibe-coding-a-coding-harness?utm_source=hashnode&utm_medium=feed)

I built atelier, a coding harness, with Claude Opus 4.7. Notes on architecture, model selection, GPU concurrency, and where the model struggled.

May 26 · 15 min read · agentops.hashnode.dev  
Read the article

-   [#rust](https://hashnode.com/tag/rust)
-   [#agents](https://hashnode.com/tag/agents)
-   [#claude](https://hashnode.com/tag/claude)
-   [#developer-tools](https://hashnode.com/tag/developer-tools)

## Written by

[Chris Adkin](https://hashnode.com/@chrisadkin)

@chrisadkin

  
[View profile](https://hashnode.com/@chrisadkin)

AI-powered DevSecOps

## Responses

Markdown supported · ⌘↵ to post

No responses yet.