20h ago

AI Agents Still Rebuild Similar Infrastructure to Fix Stateless Models

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Original post
OPYohei#1234Yohei@YOHEINAKAJIMA

http://x.com/i/article/2056590933874147328

9:50 PM · May 18, 2026 View on X
Reposted by
Yohei#1234@YOHEINAKAJIMA
REPLYYohei#1234Yohei@YOHEINAKAJIMA

[video] why we need a new continuity layer for long-running agents

(claude did this video! all except the voice which was @elevenlabs)

YoheiYohei@yoheinakajima

http://x.com/i/article/2056734659736985600

9:20 PM · May 19, 2026 · 16.1K Views
9:25 PM · May 19, 2026 · 1.9K Views
REPLYYohei#1234Yohei@YOHEINAKAJIMA

@ElevenLabs here's the tl;dr, thanks @grok

YoheiYohei@yoheinakajima

[video] why we need a new continuity layer for long-running agents (claude did this video! all except the voice which was @elevenlabs)

9:25 PM · May 19, 2026 · 1.9K Views
10:22 PM · May 19, 2026 · 2.9K Views
QUOTE POSTYohei#1234Yohei@YOHEINAKAJIMA

I didn’t really understand what people meant by stateful agents so I started exploring

my current take is that we’re not there yet, which led to an interesting experiment…

YoheiYohei@yoheinakajima

http://x.com/i/article/2056590933874147328

4:50 AM · May 19, 2026 · 21K Views
5:06 AM · May 19, 2026 · 15.8K Views