Breakpoints Guide
Breakpoints Review For human-in-the-loop, we often want to see our graph outputs as its running. We laid the foundations for this with streaming. Goals Now, let's talk about the motivations for human-in-the-loop: (1) Approval - We can interrupt our agent, surface state to a user, and allow the user to accept an action (2) Debugging - We can rewind the graph to reproduce or avoid issues (3) Editing - You can modify the state LangGraph offers several ways to get or update agent state to support various human-in-the-loop workflows. First, we'll introduce breakpoints, which provide a simple way to stop the graph at specific steps. We'll show how this enables user approval.
When to use Breakpoints
Breakpoints Review For human-in-the-loop, we often want to see our graph outputs as its running. We laid the foundations for this with streaming. Goals Now, let's talk about the motivations for human-in-the-loop: (1) Approval - We can interrupt our agent, surface state to a user, and allow the user to accept an action (2) Debugging - We can rewind the graph to reproduce or avoid issues (3) Editing - You can modify the state LangGraph offers several ways to get or update agent state to support various human-in-the-loop workflows. First, we'll introduce breakpoints, which provide a simple way to stop the graph at specific steps. We'll show how this enables user approval.
How to use Breakpoints
Breakpoints is a autonomous loop agent built on the LangGraph framework. Set it up from the source repository, configure your model credentials, and invoke it for tasks that match its description. Review the safety profile below before running it against production data or systems.
Safety profile
Autonomy
Semi-autonomous
Sandbox-aware
No declared sandbox guidance
Network access
Unspecified
Filesystem access
Unspecified