
Terraform
Terraform is an infrastructure as code tool that lets you build, change, and version infrastructure safely and efficiently.

The open observability platform for visualizing metrics, logs, and traces across every data source.

Grafana enters 2026 as the undisputed leader in multi-source observability, having evolved from a simple dashboarding tool into a comprehensive 'LGTM' (Loki, Grafana, Tempo, Mimir) stack. Its technical architecture is built on a pluggable backend that allows users to query, visualize, and alert on data no matter where it lives—eliminating data silos without requiring ingestion into a proprietary database. In the 2026 market, Grafana leverages machine learning via 'Grafana Sift' and 'Machine Learning' plugins to provide automated root-cause analysis and anomaly detection. Its 'Scenes' framework allows developers to build complex, data-driven applications directly within the platform. The platform's 2026 positioning focuses on 'Observability as Code,' utilizing Terraform and Kubernetes operators to manage dashboards and alerts at scale. Whether deployed via Grafana Cloud or self-hosted Open Source, it provides a unified interface for metrics, logs, traces, and continuous profiling, making it the primary operational cockpit for modern SRE and Platform Engineering teams.
Grafana enters 2026 as the undisputed leader in multi-source observability, having evolved from a simple dashboarding tool into a comprehensive 'LGTM' (Loki, Grafana, Tempo, Mimir) stack.
Explore all tools that specialize in cross-database data correlation. This domain focus ensures Grafana delivers optimized results for this specific requirement.
Combines alerting from multiple data sources into a single UI, allowing complex logic across Prometheus, Loki, and SQL.
Automatic extraction of TraceIDs from logs to jump directly from a log entry to a specific Tempo trace visualization.
A frontend framework for building dynamic dashboard experiences as React components within the Grafana environment.
Deep visibility into CPU and memory usage at the code line level using eBPF instrumentation.
Visualizes data on a geographic map using various layers (markers, heatmaps, routes) with support for custom GeoJSON.
A Cloud-native feature that automatically identifies and aggregates unused high-cardinality metrics.
Built-in algorithms to identify anomalous behavior in time-series data without manual threshold setting.
Deploy Grafana via Docker container or sign up for a managed Grafana Cloud instance.
Configure Data Sources by providing credentials for Prometheus, InfluxDB, or SQL databases.
Establish Authentication using OAuth2, SAML, or LDAP for team access control.
Create a Data Source 'Health Check' to ensure connectivity and latency within thresholds.
Import pre-configured community dashboards via JSON ID to quickly monitor standard stacks like K8s.
Define Template Variables (Variables) to allow dynamic switching between environments (Dev/Prod).
Configure Unified Alerting by setting threshold rules and contact points (PagerDuty/Slack).
Set up 'Ad-hoc Filters' to enable deep-dive exploration of specific time-series labels.
Implement Grafana OnCall for integrated incident management and escalation scheduling.
Apply RBAC (Role-Based Access Control) to restrict dashboard editing to authorized engineers.
All Set
Ready to go
Verified feedback from other users.
"Users praise its unparalleled flexibility and massive plugin ecosystem, though some note a steep learning curve for complex query languages like PromQL."
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Terraform is an infrastructure as code tool that lets you build, change, and version infrastructure safely and efficiently.

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