Stack we work with

Common tools for observability, automation, AI and assisted development.

Tools and platforms

We work with the stack already deployed and complement it with automation, integration and AI when it adds real control.

And other platforms: Checkmk, Datadog and other tools you already run in production.

How we use each tool, where it fits and which problems it helps solve.

OpenTelemetry for instrumentation and signal governance OpenTelemetry for instrumentation, collectors, OTLP pipelines, traces, metrics, logs and multivendor telemetry governance.
Dynatrace for critical platforms Dynatrace consulting to organize coverage, dashboards, alerts, OpenTelemetry integration, cost and operational adoption.
Elastic for operational observability Elastic consulting for logs, metrics, traces, Kibana, alerts, cost, pipelines and operational data governance.
Grafana dashboards that help teams decide Grafana for operational dashboards, SLOs, alerts, Prometheus, Loki, Tempo and decision-oriented visualization.
Prometheus with governed metrics and alerts Prometheus for metrics, alerts, cardinality, recording rules, SLOs and integration with Grafana and OpenTelemetry.
n8n for controlled business automation n8n to automate processes, APIs, documents, approvals and internal flows with control, traceability and oversight.

The platform must help teams decide better: which service is at risk, which customer is affected, and where to act first.

We use the current stack when it makes sense. Replacing tools is not the goal; improving visibility is.

Volume, cardinality, retention, and sampling are treated as architecture decisions, not after-the-fact tuning.

We can start with observability, automation, applied AI or a possible Governmetry pilot.