“Monitoring and observability”

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

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.

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.

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.

Monte Carlo

monte-carlo-data

Data + AI observability — monitor and troubleshoot production-grade agents and the context they use.

Public Browser

Silbercue

Chrome over CDP for AI agents.

Improve Plano tracing and debugging workflows.

Onboard an application into Elastic Observability with the Elastic Distribution of OpenTelemetry (EDOT): route on language and runtime, detect and replace a…

Configures monitoring systems, implements structured logging pipelines, creates Prometheus/Grafana dashboards, defines alerting rules, and instruments…

Builds, configures, debugs, and optimizes AWS observability - operator-symptom questions and detecting Omni vs classic CloudWatch.

Scaffold-time observability so a shipped product is not blind in prod from day one — error capture (Sentry), request-id structured logging, and /healthz +…

Full instrumentation from day one.

Use for correlated API failures, cascading errors, and distributed-system incident tracing.