Some random tips which could help you - Don't go over 10k tokens in the prompts as the intelligence and memory degrades - Summarize sessions and save the summ

Some random tips which could help you - Don't go over 10k tokens in the prompts as the intelligence and memory degrades - Summarize sessions and save the summaries, potentially summarize the summaries as well - use VAPI or realtime api if you want to build fast. Building the full pipeline takes a while - try out different models and see how personality varies. Our favorite is gpt4.1 with temperature 1. - goal system. The promot should always contain the current goal, and the next goal. Evaluate goals with another LLM, and dynamically change the prompt