Reflection is related to agent self-improvement or reasoning feedback loops.

[x] Independent deployable services - Each agent can scale horizontally (e.g., analysisservice replicas) - You can version and deploy agents...

Its advantages over traditional sequential chains are evident in two areas:

|Feature| LangGraph| AutoGen| |---|---|---| |Core Concept| Graph-based workflow for LLM chaining| Multi-agent system with customizable agents|...