Building a useful AI assistant is no longer about a single clever prompt.
Once you have tools, memory, and multiple agents, you need an orchestrator.

In my own work (expecially with OrKa-reasoning experiments) I eventually converged on two simple orchestration loops that cover most real use cases:


A linear loop for step by step analysis and...