Data/ML/AIBackendEmergingAround since 2023

LangGraph

A framework (built by the LangChain team) for building AI agents as explicit graphs of steps and state, rather than a single linear chain — making it easier to model loops, branching decisions, and multi-agent handoffs reliably.

Think of it like

Like a flowchart with clearly labeled decision points and loops, instead of a single straight recipe card — built for workflows that branch, retry, or hand off between different 'roles.'

Junior or senior?

Junior sounds like

Followed a tutorial's exact graph structure.

Senior sounds like

Modeled the state and control flow themselves and can walk through where it branched or looped.

Ask them

“Walk me through a LangGraph graph you built — what were the nodes, and where did it branch or loop?”