Why your AI response restarts on page refresh (and what it takes to prevent it)

📰 Dev.to · Ably Blog

Learn why AI responses restart on page refresh and how to prevent it, ensuring seamless user experience

intermediate Published 13 Apr 2026

Action Steps

Identify the cause of AI response restarts on page refresh
Use a state management system to store AI conversation history
Implement a caching mechanism to store AI responses
Configure the AI model to resume from the previous state
Test the AI application to ensure seamless conversation flow

Who Needs to Know This

Developers and engineers working on AI-powered applications can benefit from this knowledge to improve user experience and prevent frustrating restarts

Key Insight

💡 Using a state management system and caching mechanism can help prevent AI response restarts on page refresh