# Metoro Metoro helps Kubernetes teams monitor workloads and investigate production incidents by connecting logs, metrics, traces, profiles, and cluster state to alerts and deployment changes. - Findings24: - Site: - Preços: Freemium - Categorias: Assistente DevOps IA, Observabilidade de IA, Developer Tools ## O que é Metoro? Metoro is a Kubernetes-native observability and AI SRE platform for teams that need to monitor workloads and investigate production incidents. It collects logs, metrics, traces, profiling data, and Kubernetes state, with built-in telemetry gathered without manual instrumentation. Custom OpenTelemetry telemetry can also be sent to Metoro. The platform connects operational signals with Kubernetes context to support alert investigation, deployment verification, issue detection, and root-cause analysis. Teams can debug in the same environment used for monitoring, attach runbooks to alerts, and connect code changes to runtime behavior. Metoro is installed with Helm and is built for Kubernetes environments. ## O que Metoro pode fazer? ### Automatic Kubernetes telemetry Collects logs, metrics, traces, on-CPU profiles, and Kubernetes state without manual instrumentation. Custom OpenTelemetry traces and metrics are also supported. ### Deployment verification Detects deployments, compares telemetry before and after changes, and flags regressions with supporting evidence. ### Issue and alert investigation Detects unusual behavior and investigates firing alerts using telemetry and Kubernetes context, returning root-cause findings and evidence. ### Historical Kubernetes resource view Search Kubernetes objects and examine their state over time alongside associated metrics, events, and logs to investigate changes. ### Code-aware fix proposals When connected to GitHub, Metoro can inspect code changes, recommend fixes, and prepare pull requests for team review. ### Runbooks and AI-assisted investigation Teams can attach instructions to alerts or ask Metoro to gather information, giving investigations a defined operational context. ## Casos de uso ### Check a rollout for regressions After a code or configuration deployment, compare pre- and post-change telemetry and review evidence of potential regressions. ### Triage a production alert Use an existing alert or Metoro alerting to investigate whether it reflects a real incident, then review the root-cause evidence. ### Trace a runtime problem to a change Correlate service telemetry and Kubernetes state with deployment history, and, when GitHub is connected, inspect relevant code changes and proposed fixes. ### Debug resource or workload behavior Review logs, metrics, profiles, events, and historical object state together to examine bottlenecks or changes affecting a Kubernetes workload. ## Perguntas frequentes ### How is Metoro installed? Metoro is installed in a Kubernetes environment using Helm. Its documentation describes a single Helm install taking under five minutes. ### Does it require application instrumentation? Metoro collects its built-in logs, metrics, traces, profiling, and Kubernetes state without manual instrumentation. Custom application telemetry can be sent through OpenTelemetry. ### Can Metoro investigate alerts from other systems? Yes. Teams can use Metoro alerting or send alerts from other sources to Metoro for investigation. Runbook instructions can be attached to alerts. ### How are code fixes delivered? After connecting GitHub, Metoro can inspect code changes, recommend fixes, and create pull requests for review; the team reviews the proposed changes. ### What plans are available? The pricing page lists a free Hobby plan for up to one cluster, one user, and two nodes, a Scale plan billed at $20 per node per month, and Enterprise pricing by discussion. AI model usage is passed through at cost. ## Informações rápidas - **Product category**: Kubernetes observability and AI SRE platform - **Deployment environment**: Kubernetes; Helm installation - **Telemetry**: Logs, metrics, traces, profiling, and Kubernetes state - **Custom telemetry**: OpenTelemetry traces and metrics - **Pricing**: Free Hobby tier; Scale at $20 per node per month; Enterprise pricing by discussion