Why I Stopped Using Session State and Used Hindsight Instead

📰 Dev.to · Rajmohan Arabhavi

Learn why using session state may not be the best approach and how hindsight can be a better alternative for chat history management in Python

intermediate Published 23 Mar 2026
Action Steps
  1. Stop using session state to store chat history
  2. Use a dictionary to store chat history initially
  3. Identify limitations of dictionary approach
  4. Implement hindsight to store and manage chat history
  5. Test and compare the performance of both approaches
Who Needs to Know This

Developers working on chatbots or conversational AI systems can benefit from this approach to improve their application's performance and scalability

Key Insight

💡 Session state may not be the best approach for managing chat history due to its limitations, and hindsight can provide a more efficient and scalable solution

Share This
🚫 Ditch session state for chat history management! 📈 Use hindsight instead for better performance and scalability

Key Takeaways

Learn why using session state may not be the best approach and how hindsight can be a better alternative for chat history management in Python

Full Article

I thought saving chat history to a Python dict was good enough for an accountability agent — it took...
Read full article → ← Back to Reads

Related Videos

ChatGPT System Design | Explained in Tamil | Beginners | GenAI | RAG | AI Agents | AI Engineer
ChatGPT System Design | Explained in Tamil | Beginners | GenAI | RAG | AI Agents | AI Engineer
AI with Akash
Everything you need to know about MCP
Everything you need to know about MCP
Aishwarya Srinivasan
How I Used AI to Run My Business on Autopilot and Save Hours Every Week @Accio_official
How I Used AI to Run My Business on Autopilot and Save Hours Every Week @Accio_official
Alamin
I Replaced My Entire Work Day with AI Agents
I Replaced My Entire Work Day with AI Agents
Alamin
Agentic Workflow Series Ep. 2 | Build Your First AI Agent Workflow from Scratch
Agentic Workflow Series Ep. 2 | Build Your First AI Agent Workflow from Scratch
Pavithra’s Podcast
OPUS 5 ! How to Collaborate in the Age of AI Agents: Vibe Coding with Buzz, Ray Fernando, and Block.
OPUS 5 ! How to Collaborate in the Age of AI Agents: Vibe Coding with Buzz, Ray Fernando, and Block.
Tech Friend AJ