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AxiLayer AI · Integrations · Telemetry and observability

LangSmith integration

Gives security teams a view of what LangChain and LangGraph agents do, using LangSmith data engineers already collect.

LiveTelemetry and observability
What it does

What this integration does

The LangSmith integration brings agent runs, traces and tool calls from LangChain and LangGraph apps into AxiSentinel. Security teams gain visibility into agents that engineering teams build and debug in LangSmith, which helps both groups keep a shared record of which agents exist and which tools they use.

Benefits

Benefits

Put built agents on the registerShows agents from LangChain and LangGraph apps, so internally built agents become known to security.
See tool use by agentShows tool calls in agent runs, helping reviewers understand what each agent reaches for.
Reuse developer tracingDraws on LangSmith data engineers already collect, so security visibility arrives with less engineering effort.
Align security and developersGives both teams the same view of agent activity when they discuss risk and design.
Use cases

Use cases

LangGraph agents on the register

A software company has several teams building LangGraph agents. Its security team sees those agents from their LangSmith runs and gains a shared list of what exists and which tools it uses.

Tutoring agents ahead of term

An education provider builds tutoring agents with LangChain. Its security team reviews their runs and tool calls ahead of a new term, helping academic leaders understand what those agents reach.

Agents across a consultancy

A consultancy's practices each build their own agents with LangChain. Its central risk team sees runs and tool calls in one place, which gives it a clearer picture of agents across client teams.

Coverage is confirmed for your environment during onboarding. Product names belong to their owners and are used only to describe a technical connection.

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