Memories Worth Sharing: ENGRAM Learns to Be Told What to Keep – and What to Share

The last release was quiet plumbing — every memory learned to say where it came from and what body of … More

Where Memories Come From: ENGRAM Learns to Track Provenance and Group by Project

ENGRAM could already remember an enormous amount — articles, code sessions, conversations from half a dozen assistants. What it could … More

A Mind That Knows What It’s Missing: ENGRAM Now Finds and Closes Its Own Gaps

ENGRAM learned to remember my articles, my Claude Code sessions, and the research conversations I have with assistants elsewhere. But … More

ENGRAM Knowledge Hub: A Personal Knowledge Graph That Grows With Your Research

Most LLM tools forget what you taught them last week. ENGRAM Knowledge Hub turns your conversations, documents, and research into a personal knowledge graph with recall by relevance, not recency.

ENGRAM Part 1: GraphRAG with Hippocampal-Like Associative Retrieval

Part 1 of this blog series explains how query-entity relevance spreading across a knowledge graph eliminates the need of typical … More