Blog
Notes on organizational memory, retrieval quality, and building for the agent era.
Illumina Team
Connect GitHub, Slack, and Jira — without leaking them
Illumina now syncs your systems of record into memory, and carries their access boundaries with them...
Illumina Team
Recall, explained: five retrieval arms, one deterministic ranking
How a single recall call fans out across semantic, lexical, graph, temporal, and community retrieval...
Illumina Team
One database is enough
Semantic search, BM25, fuzzy entity matching, and a knowledge graph, all running in plain PostgreSQL...
Illumina Team
From facts to observations to mental models
How retain turns raw input into typed facts, how consolidation compresses corroborating facts into o...
Illumina Team
Give your agent memory over MCP
The Illumina MCP server exposes 39 tools over stdio and HTTP, with single-namespace mounting and per...
Illumina Team
A memory accepted is a memory kept
Every write in Illumina runs as a durable Temporal workflow: content-hash idempotent, retried within...
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