The Harness Is Everything
📰 Medium · Data Science
What Cursor, Claude Code, and Perplexity actually built — and why the model was never the real product Continue reading on Medium »
Full Article
Title: The Harness Is Everything
URL Source: https://medium.com/@reliabledataengineering/the-harness-is-everything-a4114e8a54d1?source=rss------data_science-5
Published Time: 2026-04-13T07:03:43Z
Markdown Content:
# The Harness Is Everything. What Cursor, Claude Code, and… | by Reliable Data Engineering | Apr, 2026 | Medium
[Sitemap](https://medium.com/sitemap/sitemap.xml)
[Open in app](https://play.google.com/store/apps/details?id=com.medium.reader&referrer=utm_source%3DmobileNavBar&source=post_page---top_nav_layout_nav-----------------------------------------)
Sign up
[Sign in](https://medium.com/m/signin?operation=login&redirect=https%3A%2F%2Fmedium.com%2F%40reliabledataengineering%2Fthe-harness-is-everything-a4114e8a54d1&source=post_page---top_nav_layout_nav-----------------------global_nav------------------)
[](https://medium.com/?source=post_page---top_nav_layout_nav-----------------------------------------)
Get app
[Write](https://medium.com/m/signin?operation=register&redirect=https%3A%2F%2Fmedium.com%2Fnew-story&source=---top_nav_layout_nav-----------------------new_post_topnav------------------)
[Search](https://medium.com/search?source=post_page---top_nav_layout_nav-----------------------------------------)
Sign up
[Sign in](https://medium.com/m/signin?operation=login&redirect=https%3A%2F%2Fmedium.com%2F%40reliabledataengineering%2Fthe-harness-is-everything-a4114e8a54d1&source=post_page---top_nav_layout_nav-----------------------global_nav------------------)

# The Harness Is Everything
[](https://medium.com/@reliabledataengineering?source=post_page---byline--a4114e8a54d1---------------------------------------)
[Reliable Data Engineering](https://medium.com/@reliabledataengineering?source=post_page---byline--a4114e8a54d1---------------------------------------)
Follow
2 min read
·
1 hour ago
[](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fvote%2Fp%2Fa4114e8a54d1&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40reliabledataengineering%2Fthe-harness-is-everything-a4114e8a54d1&user=Reliable+Data+Engineering&userId=2b8ef339e11d&source=---header_actions--a4114e8a54d1---------------------clap_footer------------------)
[](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fa4114e8a54d1&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40reliabledataengineering%2Fthe-harness-is-everything-a4114e8a54d1&source=---header_actions--a4114e8a54d1---------------------bookmark_footer------------------)
[Listen](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2Fplans%3Fdimension%3Dpost_audio_button%26postId%3Da4114e8a54d1&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40reliabledataengineering%2Fthe-harness-is-everything-a4114e8a54d1&source=---header_actions--a4114e8a54d1---------------------post_audio_button------------------)
Share
_What Cursor, Claude Code, and Perplexity actually built — and why the model was never the real product_
**Read the complete technical deep-dive:**[https://reliable-data-engineering.netlify.app/posts/article_harness_is_everything/](https://reliable-data-engineering.netlify.app/posts/article_harness_is_everything/)
Press enter or click to view image in full size

There is a conversation happening right now across every engineering Slack, every AI-adjacent team standup, and every conference hallway that goes something like this: somebody shows off a tool that feels almost magic, a coding agent that ships whole features in minutes, and then somebody else says, “yeah, but with a different model it was useless.” Both people are right. And neither one quite understands why.
The answer isn’t hiding in a model card
URL Source: https://medium.com/@reliabledataengineering/the-harness-is-everything-a4114e8a54d1?source=rss------data_science-5
Published Time: 2026-04-13T07:03:43Z
Markdown Content:
# The Harness Is Everything. What Cursor, Claude Code, and… | by Reliable Data Engineering | Apr, 2026 | Medium
[Sitemap](https://medium.com/sitemap/sitemap.xml)
[Open in app](https://play.google.com/store/apps/details?id=com.medium.reader&referrer=utm_source%3DmobileNavBar&source=post_page---top_nav_layout_nav-----------------------------------------)
Sign up
[Sign in](https://medium.com/m/signin?operation=login&redirect=https%3A%2F%2Fmedium.com%2F%40reliabledataengineering%2Fthe-harness-is-everything-a4114e8a54d1&source=post_page---top_nav_layout_nav-----------------------global_nav------------------)
[](https://medium.com/?source=post_page---top_nav_layout_nav-----------------------------------------)
Get app
[Write](https://medium.com/m/signin?operation=register&redirect=https%3A%2F%2Fmedium.com%2Fnew-story&source=---top_nav_layout_nav-----------------------new_post_topnav------------------)
[Search](https://medium.com/search?source=post_page---top_nav_layout_nav-----------------------------------------)
Sign up
[Sign in](https://medium.com/m/signin?operation=login&redirect=https%3A%2F%2Fmedium.com%2F%40reliabledataengineering%2Fthe-harness-is-everything-a4114e8a54d1&source=post_page---top_nav_layout_nav-----------------------global_nav------------------)

# The Harness Is Everything
[](https://medium.com/@reliabledataengineering?source=post_page---byline--a4114e8a54d1---------------------------------------)
[Reliable Data Engineering](https://medium.com/@reliabledataengineering?source=post_page---byline--a4114e8a54d1---------------------------------------)
Follow
2 min read
·
1 hour ago
[](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fvote%2Fp%2Fa4114e8a54d1&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40reliabledataengineering%2Fthe-harness-is-everything-a4114e8a54d1&user=Reliable+Data+Engineering&userId=2b8ef339e11d&source=---header_actions--a4114e8a54d1---------------------clap_footer------------------)
[](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fa4114e8a54d1&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40reliabledataengineering%2Fthe-harness-is-everything-a4114e8a54d1&source=---header_actions--a4114e8a54d1---------------------bookmark_footer------------------)
[Listen](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2Fplans%3Fdimension%3Dpost_audio_button%26postId%3Da4114e8a54d1&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40reliabledataengineering%2Fthe-harness-is-everything-a4114e8a54d1&source=---header_actions--a4114e8a54d1---------------------post_audio_button------------------)
Share
_What Cursor, Claude Code, and Perplexity actually built — and why the model was never the real product_
**Read the complete technical deep-dive:**[https://reliable-data-engineering.netlify.app/posts/article_harness_is_everything/](https://reliable-data-engineering.netlify.app/posts/article_harness_is_everything/)
Press enter or click to view image in full size

There is a conversation happening right now across every engineering Slack, every AI-adjacent team standup, and every conference hallway that goes something like this: somebody shows off a tool that feels almost magic, a coding agent that ships whole features in minutes, and then somebody else says, “yeah, but with a different model it was useless.” Both people are right. And neither one quite understands why.
The answer isn’t hiding in a model card
DeepCamp AI