LangSmith is the observability and evaluation layer many teams use to move agents from prototype to production. For marketing operations and RevOps, that means tracing tool calls, scoring outputs, and catching silent failures before they hit live programs or customer data.
Etumos provides agentic consulting for LangSmith—helping MOps-adjacent and engineering teams instrument, test, and operate agents that connect to MarTech and CRM systems with the rigor those platforms demand.
LangSmith Consulting Scope
LangSmith Consulting Scope
Agent Observability for GTM Workflows
Instrument agent runs that touch Marketo, HubSpot, Salesforce, or internal APIs. Trace each tool call, latency spike, and failure mode so ops teams see issues before stakeholders do.
Evaluation Datasets for MOps Tasks
Build test suites for recurring agent tasks—list imports, program field updates, report generation—so model or prompt changes do not regress production quality.
Developer Agent Operations
Support engineering teams shipping MCP servers and agent orchestrators with MOps domain expertise: what to automate, what to gate, and what must stay human-only.
Handoff Between Dev and MOps
Etumos translates MOps requirements into LangSmith project structure—runs, feedback, datasets—so developers and operators share one quality bar.
Why MOps Teams Need LangSmith Discipline
The highest-risk agent failures in marketing operations are often quiet—incorrect list updates, partial syncs, or program changes that look fine in a demo but break in production. LangSmith makes agent behavior visible. Etumos adds MOps operational standards: change control, rollback paths, and clear ownership when traces fail.
We work alongside your developers. We do not replace them—we help ensure the agents you ship solve MOps problems operators will trust.
Related Services
Frequently Asked Questions
What is LangSmith agentic consulting?
Consulting to design, instrument, and operate LangSmith projects for agents that execute GTM and MOps workflows—with tracing, evaluation, and production readiness criteria.
Is LangSmith only for Python developers?
LangSmith is developer-oriented, but MOps leaders benefit from defined evaluation criteria and runbooks. Etumos bridges domain requirements and LangSmith project setup.
How does LangSmith relate to MCP?
MCP connects agents to tools; LangSmith observes how agents use those tools. Together they support debuggable, improvable agent workflows.
Can Etumos help QA our Marketo MCP before launch?
Yes. End-to-end testing—with LangSmith traces and MOps validation—is part of how we recommend shipping agent integrations tied to production MAPs.
What is the deliverable?
A configured LangSmith project, evaluation datasets for priority workflows, and operator documentation—not a one-time demo.
Get In Touch With Us
Building agents on LangSmith for MOps or RevOps? Contact Etumos.
