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AI · Release Note

Robbie V2 Sprint C3: Docker, Database, Metrics, and Deployments Context Deepening

Robbie now sees deeper runtime infrastructure, database, metrics, and deployment state from the existing workspace UI, with redacted samples, richer invalidation coverage, and an internal debug panel for staging and development.

2 July 2026AIServerDesk Team
Robbie V2 Sprint C3: Docker, Database, Metrics, and Deployments Context Deepening in ServerDesk

Robbie now sees deeper runtime infrastructure, database, metrics, and deployment state from the existing workspace UI, with redacted samples, richer invalidation coverage, and an internal debug panel for staging and development.

Changes in this release

  • Docker context now includes availability, selected container, restart and health hints, risky container states, Compose project inference, and sanitized recent logs
  • Database context now includes connection mode, selected schema or object, compact table metadata, recent query previews, redacted row samples, and query risk signals
  • Metrics context now includes uptime, load averages, top processes, health alerts, and a derived server health state without adding backend polling
  • Deployment context now includes recent runs, rollback candidates, failure indicators, and branch or commit hints merged from current Git state
  • An internal Robbie context debug panel now exposes provider freshness, cache hits, truncation, provider errors, and last invalidation in dev and staging only

[Read the full blog post →](/blog/robbie-v2-runtime-context)


*Released 2 July 2026 · Category: AI*

In this release
Docker context now includes availability, select…Database context now includes connection mode, s…Metrics context now includes uptime, load averag…Deployment context now includes recent runs, rol…+1 more

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