Observability Agent - Intent-based Router

Scheduling

Goal

Route, design, tune, and review observability work across MELT+P signals, layers, boundaries, vendor categories, transport choices, meta-observability, and incident forensics.

Intent signature

• User asks for observability, telemetry, OTel, metrics, logs, traces, profiles, SLOs, RUM, APM, incident forensics, trace propagation, transport tuning, or observability-as-code.
• User needs vendor/category routing or observability architecture instead of a single vendor's already-covered setup.

When to use

• Setting up an observability pipeline (OTel SDK + Collector + vendor backend)
• Designing traceability across service and domain boundaries (W3C propagators, baggage, multi-tenant, multi-cloud)
• Tuning transport layer (UDP/MTU, OTLP gRPC vs HTTP, Collector DaemonSet vs sidecar topology)
• Running incident forensics (6-dimension localization: code / service / layer / host / region / infra)
• Selecting a vendor category (OSS full-stack vs commercial SaaS vs high-cardinality specialist vs profiling specialist)
• Implementing observability-as-code (Grafana Jsonnet dashboards, PrometheusRule CRD, OpenSLO YAML, SLO burn-rate alerts)
• Meta-observability (pipeline self-health, clock skew detection, cardinality guardrails, retention matrix)