complementary layers, not standalone

langchain handles interfaces (models, data, tools, retrieval)
langgraph handles orchestration (state, loops, multi-agent flow)
langsmith handles evaluation and tracing (runs, failures, latency)

system design -> production

#ai #llmops #aisystemsengineering

Abhigyan Khaund on the Systems Engineering Behind AI Applications

Abhigyan Khaund builds AI infrastructure that scales—powering fraud detection, real-time apps, and resilient systems that keep AI reliable under pressure. #aisystemsengineering