Memory

Durable organizational memory—services, owners, policies, dependencies, and incident history—that agents and operators share

Exemplar

How this harness capability fits the Exemplar platform—governed agent operations, not a standalone prompt playground.

Agents without memory re-discover the same org chart, on-call rotation, and blast radius on every session—burning tokens and risking wrong targets.

Exemplar treats memory as platform infrastructure: the same entities the console uses are what MCP clients and background agents query.

A live knowledge graph of services, teams, dependencies, risk posture, and work items—fed from Git, cloud, security, and ticketing signals.

Session-spanning recall so assistants in Cursor, Claude, and the console reason over one consistent picture of production.

Model services and relationships in the catalog; Context Lake keeps memory fresh as integrations sync.

Agents retrieve only what the turn needs—progressive disclosure—instead of stuffing entire estates into every prompt.

Graph-backed estate map linked to catalog and Context Lake

Persistent recall across sessions, agents, and channels

Ownership, tier, and dependency context on every turn

Incident and change history agents can cite—not re-derive

Official documentation on docs.exemplar.dev for this capability.

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Harness Platform is scoped per deployment. Talk to us about this feature.