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Preview Building a Feedback Loop for Production LLMs: Signals, Preference Data, and Retraining Triggers

Building a Feedback Loop for Production LLMs: Signals, Preference Data, and Retraining Triggers

May 14, 2026

Closing the production AI loop — feedback capture API, React review UI, preference dataset export, automated retraining triggers, and the practical limits of RLHF without a research team.

#rlhf
#reinforcement-learning
#llmops
#feedback-loops
#mlops
#production-ai
#react
#fastapi