Anita Kirkovska (@anitakirkovska) says her @vellum_ai assistant autonomously…

Brief

Anita Kirkovska (@anitakirkovska) says her @vellum_ai assistant autonomously manages its own knowledge base and a scratchpad of open threads/patterns, using an automatic /remember command layered over short-term and long-term memory modules. She says it runs a heartbeat every 4 hours to surface open threads and flag important items, stores patterns/stories/facts/feelings, is becoming progressively accurate, and predicts big things are coming.

title: @anitakirkovska: My @vellumai assistant manages her own knowledge base and has her own scratchpad of open threads/ p...
author: @anitakirkovska
contenttype: tweet
publication: Twitter/X
published: 2026-04-08T21:27:50+00:00
source_url: https://x.com/anitakirkovska/status/2041991431502622815

word_count: 102

My @vellum_ai assistant manages her own knowledge base and has her own scratchpad of open threads/ patterns she notices. To do that, she runs a /remember command in chat (automatically!). And this stacked on top of her short term/long term memory modules she has.

Based on all of these conversations she's storing patterns, stories, facts, and feelings -- and runs a heartbeat every 4 hours to check for open threads and flags important things that she noticed

Insane how progressively accurate she's becoming. This is everything that I wanted to experience with Openclaw but I wasn't able to.

big things are coming.