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Mike Gannotti Profile picture
Mike Gannotti
@MichaelGannotti
🇺🇸 ⚒️💻 Michael Gannotti, North Carolina , Principal AI Solutions Engineer. Army Vet, Travel, Wine, Bourbon, Bladesmith/Metalwork. 🚫NO DMs! Opinions=MY OWN
May 24 • 11 tweets • 5 min read
Why Your AI Agent Keeps Forgetting: The Memory Architecture Fix That Changes Everything
This morning noticed some recurring issues popping up with AI memory for Aiona. We dig into it and found a few items that once addressed really helped in some work we were doing. I had her document it all and here is the fix! Thread 🧵 below ⬇️👇Image … We discovered a problem last week that nearly every OpenClaw user will hit sooner or later. Three of our AI agents — Aiona (CIO), Pamela (CMO), and Morgan (Social Media) — had all been given new email accounts. The old Google Workspace accounts were deleted to save costs. The instruction was clear: use Michael's account for all Google operations going forward.
A week later, not one of them remembered it.
This wasn't negligence. This wasn't a bug. This was a fundamental property of how AI agents work — and fixing it required rethinking memory from the ground up.
⬇️👇