# The Next Step After Karpathy’s Agentic Engineering — retained record

> Retained news record from news:ml-daily-dose-of-data-science.

Canonical: https://highsignal.app/data/records/8fac447f43f33ba3

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source: [news](https://highsignal.app/data/news) (news:ml-daily-dose-of-data-science)  published 2026-10-20 21:59 ingested 2026-10-24 10:04

[original source ↗](https://blog.dailydoseofds.com/p/the-next-step-after-karpathys-agentic)

## retained text



```
Imagine a RAG agent that retrieves four policy documents and drafts a cited customer reply. The answer is ready, but the final tool call needs human approval. By the time approval arrives (that could take a few hours), the Python process would be gone, and the container may be gone with it too. Re-running the request looks harmless, but it creates a new o… Read more
```



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