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MeshAgent Advantage Part 6: Unlock Enterprise Grade Observability

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Ship agents with confidence—live logs, traces, and metrics cut debug time and give clear visibility into agent behavior and cost.

Analysts warn that many agent projects will stall by 2027 due to rising costs, weak controls, and unclear value. MeshAgent keeps them on track with enterprise-grade observability the moment an agent connects to a Room.

What you’ll see in the video

  • Real-time logs & traces: Every prompt, tool call, message, and error captured as it happens so you can spot issues early and debug with ease.
  • OpenTelemetry native: Stream structured traces you can search, filter, and correlate across agents and Rooms.
  • Petabyte-ready storage: Backed by ClickHouse for high-volume, low-latency analytics.
  • Custom metrics: Add your own traces and metrics for the signals your team cares about.
  • Cost visibility: Track usage and spend by project, Room, and agent to prevent surprises.

Learn more at www.meshagent.com

Check out the docs at docs.meshagent.com

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The MeshAgent Platform is comprised of a powerful three-part system for building and running intelligent agents.

MeshAgent Studio
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Collaboratively design, test, and refine agents in a live visual workspace. Ideal for iteration, feedback, and team development.
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MeshAgent SDK
Build agents using flexible APIs and libraries. Ideal for teams integrating agent logic directly into apps or workflows.
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MeshAgent Server - with options for cloud or on-prem usage.
MeshAgent Server
Host, scale, and secure your rooms — in the cloud or on-prem. Manage environments with enterprise-grade control.kflows.
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