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AI · Release Note

Robbie Investigation Mode — Root Cause Intelligence

Robbie can now investigate your server like an experienced infrastructure engineer. Trigger an investigation to correlate signals across all providers, rank root causes by confidence, follow a chronological timeline, and generate read-only fix plans — without spending AI credits.

4 July 2026AIServerDesk Team
Robbie Investigation Mode — Root Cause Intelligence in ServerDesk

Robbie can now investigate your server like an experienced infrastructure engineer. Trigger an investigation to correlate signals across all providers, rank root causes by confidence, follow a chronological timeline, and generate read-only fix plans — without spending AI credits.

Changes in this release

  • Deterministic investigation pipeline: evidence → correlation → root causes → findings → actions
  • 8 correlation patterns: deployment regression, container crash loop, memory pressure, PHP exhaustion, database bottleneck, disk pressure, build failure cascade, multi-service degradation
  • Root cause confidence scores based on multi-provider signal correlation
  • Per-finding expandable evidence — full chain from metrics, logs, containers, deployments, and git
  • Explain Robbie tab: why Robbie concluded this and alternative explanations
  • Chronological investigation timeline from git commits through deployments to log errors
  • Suggested actions with effort, risk level, and step-by-step investigation guidance
  • Prepare Fix Plan: read-only diagnostic commands, files to review, services to consider, rollback notes
  • Investigation history persisted per connection in localStorage
  • Entirely read-only — no commands executed, no server modifications, no AI credits consumed
  • 8 new analytics events for investigation lifecycle
  • Help Centre topic with correlation pattern explanations

*Released 4 July 2026 · Category: AI*

In this release
Deterministic investigation pipeline: evidence →…8 correlation patterns: deployment regression, c…Root cause confidence scores based on multi-prov…Per-finding expandable evidence — full chain fro…+8 more

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