Spanda

Adaptive Recovery

Status: Experimental — rule-based statistics, not ML.

Purpose

Improve recovery strategy selection using historical outcomes.

Types

RecoveryConfidence, RecoveryHistory, StrategySuccessRate, StrategyPreference, AdaptiveRecoveryPolicy

Examples

• Camera reconnect usually succeeds → prefer reconnect
• Provider restart repeatedly fails → escalate sooner
• Robot replacement succeeds faster than retry → prefer takeover

CLI

spanda recovery confidence
spanda recovery learning-report

Integrates with recovery orchestrator.

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