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you have to think more carefully about session management with one million context, not less https://x.com/trq212/status/2044548257058328723
This post discusses how handling large context windows (around one million tokens) in AI systems requires more sophisticated session management strategies rather than simplified approaches, contrary t
This post discusses how handling large context windows (around one million tokens) in AI systems requires more sophisticated session management strategies rather than simplified approaches, contrary to assumptions that larger contexts would reduce complexity. The author, Thariq, suggests that scaling to such large context sizes introduces new challenges in managing conversation state and token allocation that demand careful consideration.
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- one of my learnings in calls these past 2 weeks is that there's a surprisingly high skill ceiling in session management between rewinding, c…
- also available on the Claude Blog: https://claude.com/blog/using-claude-code-session-management-and-1m-context
- also now available on the Claude Blog: https://claude.com/blog/using-claude-code-session-management-and-1m-context
- I love to explore solutions with it so I often ask it to brainstorm with me, then choose an option and rewind to implement it. When I'm read…
Source: Thariq (X) | 2026-04-16