Enterprise agent memory

Field notes on agent memory.

Technical reports and product notes on making enterprise agents cheaper, faster, and auditable without replaying everything they have ever seen.

PR-TR-2026-001July 2026~9 min read

Prism DB on BEAM 100K: compact, auditable memory for long-horizon agents

A reader model answering only from Prism DB's source-linked evidence packs scored 71.7 (BEAM-canonical, official evaluator unmodified) — consuming 95.68% fewer context tokens than full-conversation replay.

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Technicians at a mainframe computer, 1960s