“Monitoring and observability”

Production monitoring, observability, and alerting with Prometheus, Grafana, and logging

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

Comprehensive monitoring, dashboards, and observability expertise.

Application monitoring and observability including Prometheus, Grafana, OpenTelemetry, distributed tracing, alerting, and SLO design.

Add or adjust monitoring for a Hypeman feature using repository standards for logs, traces, and metrics.

Use for debugging DSPy programs, inspect_history, tracing LLM calls, custom callbacks, observability, monitoring, and cost tracking.

Site reliability specialist for Prometheus metrics, distributed tracing, alerting strategies, and SLO designUse when "observability, monitoring, prometheus…

Guides Qdrant monitoring and observability setup.

Generates operational guidance for CI/CD deployment pipelines, observability, monitoring, logging, and incident management on Google Cloud based on the design…

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

Instrument, monitor, and debug production systems.

Comprehensive monitoring, dashboards, and observability expertise.

LLM observability platform for tracing, evaluation, and monitoring.

Configures GKE observability, including Cloud Logging, Cloud Monitoring, and managed Prometheus.

Redis observability guidance — which metrics to monitor (memory, connections, hit ratio, ops/sec, rejected connections), which built-in commands to reach for…

Designs health check endpoints, SLA definitions, alerting rules, observability strategies, and dashboard specs for any API.

Answer questions about LLM and agentic-application behavior from data already ingested into Elastic: latency and error rate, token and cost utilization…

Validates and bootstraps Amazon Bedrock AgentCore observability so customers can trace agent reasoning, detect silent failures, and measure performance before…

Instrument AI agents with tracing, token metrics, latency, and cost visibility.

Open-source AI observability platform for LLM tracing, evaluation, and monitoring.

Comprehensive AWS observability with CloudWatch Logs, Metrics, Alarms, Application Signals APM, CloudTrail auditing, and codebase observability gap analysis.

Set up SQL alerts, job health monitoring, pipeline observability, and custom alerting on Databricks.

Monitoring and observability with Prometheus, Grafana, ELK Stack, and distributed tracing.

Improve Plano tracing and debugging workflows.