Activity
Mon
Wed
Fri
Sun
Jun
Jul
Aug
Sep
Oct
Nov
Dec
Jan
Feb
Mar
Apr
May
What is this?
Less
More

Owned by Josiah

JG
Josiah's Group

1 member • Free

Memberships

Clief Notes

29.1k members • Free

Skoolers

189.8k members • Free

1 contribution to Clief Notes
Memory management is the next frontier!
Most people are still treating LLMs like goldfish with infinite context windows. But the real power comes when you give your AI systems persistent, structured, and reliable memory. I’ve been diving deep into three distinct approaches: - Open Brain (OB1) — the personal exocortex - Poor Man’s Memory (PMM) — the ultra-lightweight, git-native path @Millenial Cat - Cognee — the structured graph + vector layer for serious agents Each represents a completely different philosophy for how we should capture, store, and retrieve context. Full breakdown dropping soon: architecture comparisons, strengths & tradeoffs, how they actually fit together in a real stack, and when I’d choose one over the others. If you’re building any kind of long-term AI workflow, personal knowledge system, or agent setup — this one’s for you.What’s your current memory strategy? Drop it below
Memory management is the next frontier!
0 likes • 15h
Very cool- I'm Interested to hear about these memory storage ideas in the future. (First comment for community verification)
1-1 of 1
Josiah Heishman
1
5points to level up
@josiah-heishman-2605
College student at Texas A&M looking to build new skills for hobbies or professional development.

Active 1h ago
Joined May 9, 2026
Powered by