datarobot-external-agent-monitoring

Solid

Instrument any external or existing AI agent with OpenTelemetry to send traces, logs, and metrics to DataRobot for monitoring, observability, and governance. Use when the user says "add tracing/observability/monitoring to my agent", wants to instrument an existing agent project in their IDE, or wants to send agent traces, logs, or metrics to DataRobot.

AI & Automation 23 stars 20 forks Updated today Apache-2.0

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Skill Content

# DataRobot External Agent Monitoring Skill This skill helps you instrument any AI agent — regardless of framework or deployment environment — to send OpenTelemetry telemetry (traces, logs, metrics) to DataRobot. It also creates a shell deployment in DataRobot as the telemetry routing target. ## Quick Start **Most common use case**: Instrument an existing agent project, regardless of whether it was built on DataRobot or elsewhere, with DataRobot monitoring 1. The user invokes the skill from inside their project — typically: "Add tracing to my agent" 2. The skill resolves the target project (current IDE workspace / working directory if no path is given), then detects the framework and any existing OTel setup 3. It resolves a **Use Case** as the telemetry target (asks for the user's Use Case ID, or offers to create one), generates instrumentation code, and wires it in 4. The agent sends traces, logs, and metrics to DataRobot, where they appear under the Use Case's Tracing tab **Examples**: - "Add tracing to my agent" (resolves to the current workspace) - "Instrument my agent in ./my_agent for DataRobot monitoring" ## When to use this skill Use this skill when an existing DataRobot user has built an agent elsewhere and wants to bring it in for monitoring. Specifically: - Bring an externally-built (brownfield) agent into DataRobot for monitoring under a Use Case - Add OpenTelemetry tracing to an agent project - Send agent traces, logs, and metrics to DataRobot - Instrument...

Details

Author
datarobot-oss
Repository
datarobot-oss/datarobot-agent-skills
Created
7 months ago
Last Updated
today
Language
Python
License
Apache-2.0

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