Robbie now generates complete, structured remediation plans from every Investigation finding. Each plan includes risk assessment, ordered steps, suggested commands, configuration changes, a rollback plan, and a verification checklist — all read-only, all explainable, exportable as Markdown.
Changes in this release
- Remediation tab inside the Investigation Panel — one plan generated per finding
- 6-stage pipeline: analyseFinding → lookupRunbooks → generateRemediationPlan → generateRollbackPlan → estimateRisk → estimateImpact
- 7 pattern-specific templates: deployment-regression, container-crash-loop, memory-pressure, php-exhaustion, database-bottleneck, disk-pressure, build-failure-cascade, log-error-burst
- Risk engine: 12 risk factors, 0–100 risk score, Low/Medium/High/Critical levels with explanation
- Ordered remediation steps with categories, duration estimates, and verification criteria
- Suggested diagnostic commands (copy-only, nothing executes)
- Configuration file suggestions with reason, expected change, and risk level
- Complete rollback plan: rollback steps, service list, config restore notes, verification checklist
- Verification plan: health checks, log checks, metrics to monitor, expected improvements, watch items
- Safety warnings: low confidence, alternative explanations, database backup required, maintenance window advised
- Execution metadata for Sprint O approval gate (isExecutionReady: false)
- Markdown export with copy to clipboard
- 6 new analytics events for remediation lifecycle
- Help Centre topic with risk level explanations
*Released 5 July 2026 · Category: AI*