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AI · Release Note

Robbie Work Sessions & Knowledge Graph — Infrastructure Memory

Robbie now remembers. Every investigation is saved as a Work Session with a full Infrastructure Story — a timeline of what Guardian noticed, what Robbie found, and how systems relate. The Knowledge Graph connects investigations, evidence, Guardian events, and remediation plans deterministically. Recurring issues surface automatically when the same pattern hits twice.

5 July 2026AIServerDesk Team
Robbie Work Sessions & Knowledge Graph — Infrastructure Memory in ServerDesk

Robbie now remembers. Every investigation is saved as a Work Session with a full Infrastructure Story — a timeline of what Guardian noticed, what Robbie found, and how systems relate. The Knowledge Graph connects investigations, evidence, Guardian events, and remediation plans deterministically. Recurring issues surface automatically when the same pattern hits twice.

Changes in this release

  • Work Sessions: investigation lifecycle persistence — findings, correlations, affected services, approval and verification status
  • Infrastructure Story: ordered timeline of Guardian events → investigation → findings in a single readable narrative
  • Related Investigations: Robbie surfaces past sessions that match current patterns, services, or severity
  • Recurring Issues: patterns that appear in 2+ sessions highlighted automatically in Command Centre
  • Knowledge Graph: deterministic graph of investigation → evidence → findings → Guardian events → remediation plan
  • Session view: full drill-down from Command Centre into any session with story, findings, related investigations
  • Session deduplication: one session per investigation run, max 20 stored per server
  • Zero AI credits: all graph generation and session building is pure deterministic computation
  • 6 analytics events: session_created, session_viewed, related_investigation_opened, story_viewed, graph_node_opened, graph_relationship_opened

*Released 5 July 2026 · Category: AI*

In this release
Work Sessions: investigation lifecycle persisten…Infrastructure Story: ordered timeline of Guardi…Related Investigations: Robbie surfaces past ses…Recurring Issues: patterns that appear in 2+ ses…+5 more

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