the subagent's transcript stays in its own context and only the final message returns by default — the transcript survives on disk, but nothing re-reads it.
Source: [Hacker News](https://news.ycombinator.com/item?id=49428524)
Ryan is joined by Praveen Bodigutla, Principal AI Researcher at LinkedIn, to chat about the four-layer memory system his team built to give LinkedIn's hiring assistant a persistent, personalized state.
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