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![alessiocarra_ Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::537270597.png) Alex (month 2/12) 🚀 [@alessiocarra_](/creator/twitter/alessiocarra_) on x XXX followers
Created: 2025-07-18 23:20:48 UTC

I tracked every hour spent building Context Engineer...

The results shocked me 🤯

Here's the real data on AI-assisted development vs manual coding:

🧵 Thread with actual numbers ↓

![](https://pbs.twimg.com/media/GwLPgCxWUAAKVfv.jpg)

XXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946349463640941017/c:line.svg)

**Related Topics**
[context engineer](/topic/context-engineer)

[Post Link](https://x.com/alessiocarra_/status/1946349463640941017)