A second brain that follows up, not just one that stores.
Note-taking apps store what you put in. They don't remind you what's overdue, brief you on what changed, or tell the next AI session what you decided yesterday. 3ngram is memory with follow-through.
Does 3ngram replace Obsidian?
For AI-driven workflows, often yes. If you enjoy the writing and linking process of Obsidian, keep it and index your vault into 3ngram. If you were using Obsidian as a memory system, 3ngram handles that with less maintenance.
Do I need to organize my memories manually?
No. Memories are semantically typed (decision, commitment, blocker, pattern, preference, context) and auto-clustered by similarity. Search by meaning, not by folder structure.
What happens if I capture too much?
Automatic consolidation merges memories above 85% similarity. Stale detection flags items with no activity. Archive or resolve what's no longer relevant. The system self-maintains better than a note-taking app.
Memory That Works Without Maintenance
3ngram captures context from your AI sessions, tracks commitments, and briefs you automatically. No organizational system to maintain, no notes to review manually.
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