Robbie now verifies how it should answer before the single AI request is sent, clustering evidence, flagging contradictions, estimating unsupported-answer risk, and optionally showing a concise trust summary in investigation workflows.
What shipped
- The internal investigation prompt now explicitly requires evidence-backed answers, cautious wording, and clear missing-context statements instead of unsupported claims
- Evidence is now clustered across terminal and diagnostics, Git and deployments, Docker and logs and metrics, WordPress and PHP logs, database and query failures, and connection health and service availability
- Verification warnings, contradiction indicators, and unsupported-answer risk are now computed before Robbie answers
- A concise trust summary can now appear in the Robbie reply when confidence is not high or the request is an investigation workflow
- The internal debug panel now shows verification warnings, evidence clusters, contradiction indicators, unsupported-answer risk, and trust-summary previews
The story
Sprint E makes Robbie more trustworthy: stronger evidence grounding, contradiction checks, and a concise explanation of why it thinks the answer is right.
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*Published by the ServerDesk team · 3 July 2026 · AI*