Robbie now spots likely issues before you ask by scanning the existing sanitized workspace snapshot for deterministic signals such as failed commands, unhealthy containers, deployment failures, risky Git changes, and alerting infrastructure state.
What shipped
- A new frontend-only proactive insight engine now ranks deterministic issues from already-loaded workspace context without changing backend AI routing or adding extra AI calls
- Robbie chat can now show a compact internal-only 'Needs attention' area with the top three evidence-backed insights across terminal, diagnostics, Docker, deployments, metrics, database, WordPress, logs, connections, and Git
- Each insight carries confidence, freshness, provider source, and a provenance target when a safe evidence link already exists
- Dismiss and snooze state is stored locally per user and workspace scope so repeated operational signals do not become noisy
- Ask Robbie now prefills an investigation prompt from an insight without auto-sending it, so credits are never spent until the user explicitly decides to investigate
The story
Sprint I adds proactive intelligence without adding autonomous AI behaviour: Robbie can now spot failed commands, unhealthy containers, risky changes, and alerting runtime signals from the context it already has.
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Every feature in this release is live and available to all ServerDesk users from the day it shipped.
Try it yourself
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*Published by the ServerDesk team · 4 July 2026 · AI*