Articles tagged: llm

What happens when agent graph node names collide with state keys, and how to design LangGraph flows that remain safe under change.

How BlueRobin evolved entity extraction by combining deterministic and LLM-based providers with confidence-aware ensembling.

Implementing model policy management and global token accounting so agentic features remain cost-aware and governable.