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AI · Release Note

Robbie Insight Correlation — Grouped Signals, Less Noise

Robbie now connects related workspace signals into a single grouped insight card instead of showing three separate warnings. Six correlation groups are detected automatically, with deduplication and ranked confidence scoring.

4 July 2026AIServerDesk Team
Robbie Insight Correlation — Grouped Signals, Less Noise in ServerDesk

Robbie now connects related workspace signals into a single grouped insight card instead of showing three separate warnings. Six correlation groups are detected automatically, with deduplication and ranked confidence scoring.

Changes in this release

  • Six correlation groups: deployment cascade, build pipeline, WordPress stack, database performance, infrastructure outage, risky deployment
  • Deduplication: repeated terminal failures merge into the strongest signal
  • GroupedInsight cards: synthesised title, likely cause, affected surfaces, evidence count
  • Ranking formula: severity + correlation bonus + member count + freshness
  • Max 3 grouped insight cards visible at once
  • Debug panel: raw → deduped → grouped counts, correlation matches, ranking scores
  • Five new analytics events for grouped insight interactions
  • Ask Robbie prompt covers all evidence across correlated signals

*Released 4 July 2026 · Category: AI*

In this release
Six correlation groups: deployment cascade, buil…Deduplication: repeated terminal failures merge …GroupedInsight cards: synthesised title, likely …Ranking formula: severity + correlation bonus + …+4 more

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