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- Create PredictionService for pre-task cost/token estimates - Refresh common predictions on startup - Integrate predictions into LLM telemetry tracker - Add GET /api/telemetry/estimate endpoint - Graceful degradation when no prediction data available - Add unit tests for prediction service Refs #373 Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>