Best Logging
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Grafana is the leading open-source dashboarding platform that can visualize Azure Monitor metrics and logs via its native data source plugin. When paired with Azure Monitor, it creates rich, customizable dashboards without vendor lock-in. Many organizations use Grafana alongside Prometheus and Loki...
While not a recovery tool itself, CloudTrail is the single most important component for *proving* compliance and understanding *why* a failure occurred. It records every API call made in your account. In a DR context, reviewing CloudTrail logs during a simulated failure helps pinpoint the exact serv...
New Relic is a powerful application performance monitoring (APM) platform that also offers robust website monitoring capabilities. It provides detailed insights into application performance, infrastructure health, and user experience. New Relics browser monitoring allows for in-depth analysis of fro...
Elastic is a powerful search and analytics engine that provides solutions for logging, security analytics, and application performance monitoring. Its open-source core and scalable architecture make it suitable for a wide range of use cases. Elastic's machine learning capabilities enable users to de...
The Splunk stack centers on software for ingesting, indexing, searching, and analyzing machine-generated data, including application logs, infrastructure events, and security records. Splunk's search language and dashboards allow operators to correlate events across systems and investigate activity...
The ELK Stack is a group of open-source software products by Elastic N.V. used for searching, analyzing, and visualizing log data in real time. The acronym stands for Elasticsearch, a distributed search engine; Logstash, a data processing and ingestion pipeline; and Kibana, a data visualization dash...
Vertex AI Monitoring is a feature within Google Cloud's Vertex AI platform that enables tracking of machine learning model behavior after deployment to production environments. It provides detection of data drift, prediction drift, and feature skew between training and serving data. The tool integra...
The PLG Stack is an open-source observability solution that combines Prometheus, Loki, and Grafana for monitoring metrics and logs within cloud-native environments. Grafana serves as the visualization layer, displaying time-series data collected by Prometheus and log data aggregated by Loki. This co...
The EFK Stack is an open-source logging solution consisting of Elasticsearch, Fluentd, and Kibana, widely used for centralized log management in Kubernetes environments. Fluentd acts as the data collector, gathering and forwarding logs from various sources to Elasticsearch, which indexes and stores...
Louis L'Amour's 1955 novel set in the Pacific Northwest, in which a rancher and a powerful logging company clash violently over timber rights on contested mountain land.
CloudWatch is the centralized observability suite for monitoring AWS resources and applications. It collects metrics (CPU utilization, request counts) and logs from virtually every AWS service. Its ability to set up sophisticated alarms and dashboards means teams can proactively detect performance d...
A dedicated, portable data logger that pairs with the VisionStream system. It allows users to record comprehensive vehicle operational data (throttle input, braking force, engine load) over extended periods. This data can then be downloaded and analyzed offline, providing detailed reports on driving...
