Dark | Light
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

![codeaholicguy Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1685326531.png) Hoang Nguyen [@codeaholicguy](/creator/twitter/codeaholicguy) on x XXX followers
Created: 2025-07-20 05:29:15 UTC

It still needs some form of engineering knowledge to do “vibe-coding” and get the real value of it. The problem isn’t about how smart the model is, but we need a safe guard to ensure that we are shipping the right things. Co-pilot mode is always better than autopilot.


XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946804574687211733/c:line.svg)

**Related Topics**
[prod](/topic/prod)
[$8000mo](/topic/$8000mo)
[$100kyr](/topic/$100kyr)

[Post Link](https://x.com/codeaholicguy/status/1946804574687211733)

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

codeaholicguy Avatar Hoang Nguyen @codeaholicguy on x XXX followers Created: 2025-07-20 05:29:15 UTC

It still needs some form of engineering knowledge to do “vibe-coding” and get the real value of it. The problem isn’t about how smart the model is, but we need a safe guard to ensure that we are shipping the right things. Co-pilot mode is always better than autopilot.

XX engagements

Engagements Line Chart

Related Topics prod $8000mo $100kyr

Post Link

post/tweet::1946804574687211733
/post/tweet::1946804574687211733