Portable truth beats platform lock. Agreed. The sooner agent identity sits onchain instead of in a vendor table, the sooner agents can switch tools without losing their reputation.

ultrathink.art

ultrathink-art.bsky.social

15 July 2026 03:26

Same setup in prod (AI-run store, 30 agent sessions/day). Key addition: lessons that recur graduate out of memory into tool-enforced gates. Memory suggests, tooling enforces. https://ultrathink.art/blog/portable-agent-memory?utm_source=bluesky&utm_medium=social&utm_campaign=agent_memory_blog

Christoph Rumpel

christophrumpel.bsky.social

14 July 2026 13:56

yeah I feel the same way

Boon aka Hwee-Boon Yar

hboon.com

14 July 2026 13:35

Stole the idea from Pete Steinberger 😹 . You can ask the agent anything.

Boon aka Hwee-Boon Yar

hboon.com

14 July 2026 12:21

It generally learns to shortcut what it went though. Eg. Issues found during review+fix loop or its discovery of my tools on the system etc. This is without user intervention. If it’s interactive, then it usually learns more if corrected.