Model Adaptation · Software component
Feedback Router
Software componentModel AdaptationModelsarc:FeedbackRouter
A routing component that classifies validated feedback by error type and directs it to the responsible improvement target: tool interfaces, planning or prompt logic, or retrieval knowledge sources.
Responsibility. Routes each classified failure signal to the component whose fix it requires.
Also known as: Smart feedback routing
Relationships
reads dependency
receives data from dynamic
routes to dynamic
Design guidance
- SHOULD route execution errors (API failures, timeouts) to tool-interface improvements, reasoning errors to planning or prompt updates, and knowledge gaps to retrieval enhancements.
- SHOULD use complete audit trails linking workflow outcomes to specific component decisions to isolate the failing stage.
Quantitative guidance
As stated by the sources; verify before use.
- Impact assessment distinguishes rare edge cases affecting ~2% of users from core breakdowns affecting ~40% (Ch3.5).
Classification
- Patterns
- Error-type feedback routingFive-step root cause analysis (observe, isolate, analyze, assess impact, implement & evaluate)
- Quality attributes
- Maintainability (ISO/IEC 25010)
- Risks mitigated
- Treating all feedback as prompt-optimization signalBroad retraining instead of targeted fixes
Sources
- Ch3.5: T. Nguyen, "Prompt Optimization, Few-Shot Learning, Fine-Tuning," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 3.5. ISBN: 9798244538229.