Question: Can you recommend a system that offers real-time alerting and monitoring for logs, metrics, and traces?

If you're looking for a system that provides real-time alerting and monitoring for logs, metrics, and traces, Logz.io is a good choice. The modern observability platform uses open-source tools like OpenSearch, Prometheus and OpenTelemetry for log analytics, centralized metrics monitoring and distributed tracing. It includes AI-powered tools for anomaly detection, alert recommendations, and a Data Optimization Hub to cut noise and costs. Logz.io can connect to more than 300 cloud platforms and applications, so it's a good fit for any organization.

Another option is Coralogix, which promises full system visibility at a fraction of the cost of more traditional approaches. Its real-time analysis and alerting abilities, built on a proprietary data streaming pipeline, means you don't have to pay for expensive indexing and hot storage. Coralogix supports more than 300 tools and services, and its features include centralized log analysis, custom metric data visualization, end-to-end tracing and automated security posture assessments. It's a good fit for companies trying to cut costs while getting full system visibility.

For a broader set of monitoring and security needs, Datadog offers real-time insights into performance, security and user experience. It includes infrastructure monitoring, APM, synthetic monitoring and security monitoring, so it's a good fit for any stack or infrastructure. Datadog supports a broad range of cloud providers and offers flexible pricing and a free trial, so it's a good option for anyone looking to improve overall system performance and reliability.

Last, Honeycomb is designed to help teams quickly zero in on the source of problems in distributed services. It combines logs and metrics into a single workflow, offers smart data sampling, and includes features like debuggable Service Level Objectives and an AI-Powered Query Assistant. Honeycomb's pricing is based on event volume, so costs don't increase as your team grows. It supports OpenTelemetry and integrates with Slack for real-time data visualization and collaborative problem solving.