Blog
Notes on agent memory, retrieval quality, and running it in production.
Illumina Team
Connect GitHub, Slack, and Jira without leaking them
Illumina can sync your systems of record into memory and carry their access boundaries with them. So...
Illumina Team
Search, explained: four retrieval arms, one deterministic ranking
How a single search call fans out across semantic, lexical, graph, and temporal retrieval, fuses the...
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 signals to automations
How commit turns raw input into typed facts, how consolidation compresses corroborating facts into s...
Illumina Team
Give your agent memory over MCP
The hosted Illumina MCP server exposes 37 tools over HTTP, with single-namespace mounting and per-na...
Illumina Team
A memory accepted is a memory kept
Every write in Illumina runs as a durable Temporal workflow: content-hash idempotent, retried within...