LANGCHAIN
COMMAND CENTER

Classification → Conditional branching → Response

Central orchestration → Parallel delegation → Aggregation

Adversarial argumentation → Synthesis → Judgment

Semantic search → Context injection → Grounded generation

Generate → Self-evaluate → Refine → Verify loop