Forge Field Notes

Public notes on governed memory, retrieval, and agent-ready knowledge.

Updates from the Forge architecture, including public research notes and technical reports from the institutional memory stack.

April 28, 20268 min read

Forge with DeepLake and HiveMind

From Knowledge Graph to Living Memory

How Forge combines ActiveLoop open-source memory layers with governed graph intelligence to create a stronger foundation for human and agent memory.

132

Benchmark queries

100%

Overall hit@5

72

Recovered targets

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April 28, 202610 min read

Local-first institutional memory technical report

How Forge Uses DeepLake and HiveMind

A technical breakdown of the local vector and memory sidecars that support Forge retrieval while Neo4j remains the source of truth.

2,207

Active capsules

100%

DeepLake coverage

100%

HiveMind coverage

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