base on Coroot is an open-source observability and APM tool with AI-powered Root Cause Analysis. It combines metrics, logs, traces, continuous profiling, and SLO-based alerting with predefined dashboards and inspections. <img width="200" src="https://coroot.com/static/logo_u.png">  [](https://goreportcard.com/report/github.com/coroot/coroot) [](https://opensource.org/licenses/Apache-2.0) [](https://coroot.com/join-slack-community/) ### [Features](#features) | [Installation](https://docs.coroot.com/) | [Documentation](https://docs.coroot.com/) | [Community & Support](#community--support) | [Live demo](https://demo.coroot.com/) | [Coroot Enterprise](https://coroot.com/enterprise/) ## Open-source observability augmented with actionable insights Collecting metrics, logs, and traces alone doesn't make your applications observable. Coroot turns that data into actionable insights for you! ## Features ### Zero-instrumentation observability * Metrics, logs, traces, and profiles are gathered automatically by using eBPF * Coroot provides you with a Service Map that covers 100% of your system with no blind spots * Predefined inspections audit each application without any configuration <p align="center"> <img width="775" src="https://user-images.githubusercontent.com/194465/235189673-833066d1-b18f-4c7a-8b81-81b37f966daf.png"> </p> ### Application Health Summary * Easily understand the status of your services, even when dealing with hundreds of them * Gain insight into application logs without the need to manually inspect each one * SLOs (Service Level Objectives) tracking <p align="center"> <img width="773" src="https://github.com/coroot/coroot/assets/194465/6cef06d4-0dcc-4908-85a3-7ec140bd444f"> </p> ### Explore any outlier requests with distributed tracing * Investigate any anomaly with just one click * Vendor-neutral instrumentation with OpenTelemetry * Are you unable to instrument legacy or third-party services? Coroot's eBPF-based instrumentation can capture requests without requiring any code changes. <p align="center"> <img width="1352" src="https://github.com/coroot/coroot/assets/194465/f5a4342f-776d-48b1-a3b8-03ccbdf43b5e"> </p> ### Grasp insights from logs with just a quick glance * Log patterns: out-of-the-box event clustering * Seamless logs-to-traces correlation * Lightning-fast search based on ClickHouse <p align="center"> <img width="777" src="https://github.com/coroot/coroot/assets/194465/14abefdb-4737-4991-9d48-c7efec42fefd"> </p> ### Profile any application in 1 click * Analyze any unexpected spike in CPU or memory usage down to the precise line of code * Don't make assumptions, know exactly what the resources were spent on * Easily investigate any anomaly by comparing it to the system's baseline behavior <p align="center"> <img width="773" src="https://user-images.githubusercontent.com/194465/235190071-21256cbe-6201-4d16-97f3-6565f7256f98.png"> </p> ### Built-in expertise * Coroot can automatically identify over 80% of issues * If an app is not meeting its Service Level Objectives (SLOs), Coroot will send a single alert that includes the results of all relevant inspections * You can easily adjust any inspection for a particular application or an entire project <p align="center"> <img width="778" src="https://github.com/coroot/coroot/assets/194465/3590a492-8895-4cc6-94df-a880656a330a"> </p> ### Deployment Tracking * Coroot discovers and monitors every application rollout in your Kubernetes cluster * Requires no integration with your CI/CD pipeline * Each release is automatically compared with the previous one, so you'll never miss even the slightest performance degradation * With integrated Cost Monitoring, developers can track how each change affects their cloud bill <p align="center"> <img width="772" src="https://user-images.githubusercontent.com/194465/235190275-a6541063-1b26-4ae3-8c20-87787d2e928d.png"> </p> ### Cost Monitoring * Understand your cloud costs down to the specific application * Doesn't require access to you cloud account or any other configurations * AWS, GCP, Azure <p align="center"> <img width="771" src="https://user-images.githubusercontent.com/194465/235190425-a7f33c7f-33ef-4ef5-9dc1-525ff7524e93.png"> </p> ## Installation You can run Coroot as a Docker container or deploy it into any Kubernetes cluster. Check out the [Installation guide](https://docs.coroot.com/). ## Documentation The Coroot documentation is available at [docs.coroot.com/docs](https://docs.coroot.com/). ## Live demo A live demo of Coroot is available at [demo.coroot.com](https://demo.coroot.com/) ## Community & Support * [Community Slack](https://coroot.com/join-slack-community/) * [GitHub Discussions](https://github.com/coroot/coroot/discussions) * [GitHub Issues](https://github.com/coroot/coroot/issues) * Twitter: [@coroot_com](https://twitter.com/coroot_com) ## Contributing To start contributing, check out our [Contributing Guide](https://github.com/coroot/coroot/blob/main/CONTRIBUTING.md). ## License Coroot is licensed under the [Apache License, Version 2.0](https://github.com/coroot/coroot/blob/main/LICENSE). ", Assign "at most 3 tags" to the expected json: {"id":"6358","tags":[]} "only from the tags list I provide: []" returns me the "expected json"