Kairos and auto-dream are more interesting than anything in the agent loop section. Memory consolidation between sessions is the actual unsolved problem. The rest is just plumbing tbh
Projects like Beads help with memory consolidation by making it somewhat moot, since it stays "offline" and can be recollected at any moment.
Projects like Beads help with memory consolidation by making it somewhat moot, since it stays "offline" and can be recollected at any moment.