Project Title

coroot — AI-powered observability and APM tool for root cause analysis

Overview

Coroot is an open-source observability and application performance monitoring (APM) tool that leverages AI to provide root cause analysis. It offers a comprehensive solution by combining metrics, logs, traces, continuous profiling, and SLO-based alerting with predefined dashboards and inspections, all without requiring any manual instrumentation.

Key Features

Zero-instrumentation observability with automatic data collection using eBPF
Service Map for full system coverage and predefined inspections
Application Health Summary with SLO tracking and log analysis
Distributed tracing for outlier request exploration
Log pattern recognition and correlation with traces
One-click application profiling for detailed resource usage analysis
Built-in expertise for automatic issue identification and SLO monitoring
Deployment Tracking for Kubernetes cluster rollouts and performance comparisons

Use Cases

DevOps teams looking to monitor and optimize microservices performance
Enterprises needing to track SLOs and ensure service reliability
Developers seeking to diagnose and resolve application performance issues
IT operations for real-time monitoring and alerting on system health

Advantages

Reduces the need for manual instrumentation and configuration
Provides actionable insights and a holistic view of system performance
Offers built-in expertise to identify and alert on issues proactively
Supports Kubernetes and integrates with OpenTelemetry for tracing

Limitations / Considerations

May require significant resources for large-scale deployments
The learning curve for users unfamiliar with eBPF or observability tools
Customization and integration with existing tools may require additional effort

Prometheus: An open-source monitoring and alerting toolkit, differs in that it requires manual instrumentation and does not offer AI-powered root cause analysis.
Grafana: A popular open-source analytics and monitoring solution, which focuses more on visualization and lacks the integrated APM and AI capabilities of Coroot.
Jaeger: An open-source, end-to-end distributed tracing system, which is more focused on tracing and does not provide the same level of observability and APM features as Coroot.

Basic Information

GitHub: https://github.com/coroot/coroot
Stars: 7,162
License: Unknown
Last Commit: 2025-11-16

📊 Project Information

Project Name: coroot
GitHub URL: https://github.com/coroot/coroot
Programming Language: Go
⭐ Stars: 7,162
🍴 Forks: 329
📅 Created: 2022-08-22
🔄 Last Updated: 2025-11-16

🏷️ Project Topics

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🎮 Online Demos

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coroot

Project Description