LangGraph and LlamaIndex

In production, most AI agents are sometimes not reliable. The issue however does not always stem from the LLM itself, but nearly always results from a suboptimal orchestration layer, a linear memory retrieval strategy, and/or a brittle tool-use loop which was never validated in a real-world environment. According to a benchmark study conducted by Stanford…