“OpenTelemetry”

OpenTelemetry browser/RUM mechanics for SPAs and MPAs.

Assess OpenTelemetry package and Collector upgrades across ecosystems.

OpenTelemetry Collector component configuration.

Use when adding, configuring, or troubleshooting NeMo Agent Toolkit logging, tracing, telemetry exporters, OpenTelemetry, Langfuse, LangSmith, Weave, Phoenix…

Migrate OpenTelemetry Span Events (AddEvent, RecordException, and language equivalents) to the Logs API following the accepted OTEP 4430 migration plan.

Build safe, version-pinned telemetrygen commands for synthetic OTLP traces, metrics, and logs.

OpenTelemetry agent observability for orchestration: captures agent reasoning (afterAgentThought), tool use, subagents, responses.

Configures best-practice alerting policies for AI agents using OpenTelemetry (OTel) metrics, generating output as Terraform (.tf) configuration files.

Specialist subagent: OpenTelemetry, Prometheus, Grafana, distributed tracing, SLO design, and alerting specialist.

Use when a project needs OpenTelemetry instrumentation for Fixter, when verifying an existing OTel setup points to Fixter, or when adding LLM observability.

OpenTelemetry, structured logging, distributed tracing, alerting, and dashboards.

Query OpenTelemetry telemetry (traces, metrics, logs, LLM analytics) via the autotel CLI.

Build or review tamper-aware audit trails on top of OpenTelemetry spans using autotel and the autotel-audit package (`withAudit`, `setAuditAttributes`…

Configure ArchiPy 5.x OpenTelemetry traces, metrics, logs, and instrumentation.

Analyze OpenTelemetry traces and structured logs from a running autotel service to debug errors, investigate latency, follow requests across services, and…

Troubleshoot when expected OpenTelemetry spans don't reach the backend.

Open ArchiPy OpenTelemetry guidance (traces, metrics, logs)

Orchestration cloud-native .NET Aspire — applications distribuées, microservices, conteneurs, service discovery et observabilité (OpenTelemetry, health checks).

Observability as an engineering discipline — wide events / canonical log lines, OpenTelemetry instrumentation (traces, metrics, context propagation, sampling…

Add OpenTelemetry spans with user_id and tenant_id in baggage to any new code path that handles requests, runs agents, or performs billable operations.

Set up OpenTelemetry instrumentation for Vercel Tracing and query the resulting spans.

Creates production-ready .NET 10 Aspire projects with ASP.NET MVC + Razor + TypeScript frontend, REST API backend, Entity Framework, OpenTelemetry…

Structured logging, distributed tracing, metrics, and health checks for Go services.

OpenTelemetry setup, span context propagation, sampling strategies, Jaeger queries