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You can onboard data into Observe with an agentic coding tool instead of following the per-source setup guides by hand. Install Observe's skills into the tool and ask it to onboard the data. The agent runs each skill and asks you before it makes changes to your infrastructure.

Onboarding application telemetry can run as a chain:

deploy-k8s-explorer or deploy-linux-host-explorer provisions the datastream, ingest token, and Observe Agent.
opentelemetry-auto-instrumentation adds OpenTelemetry coverage to your application.
opentelemetry-manual-instrumentation adds, fixes, or debugs manual OpenTelemetry instrumentation in code.
opentelemetry-validation confirms the telemetry reaches Observe.

Where to go next

To instrument an application and validate the result, see Using AI skills under Add Data > APM Instrumentation.
To encode investigation playbooks that run inside Observe, see Create AI SRE skills.
To let an agentic tool query Observe for incidents and exploration, see MCP Server.