base on Coroot is an open-source APM & Observability tool, a DataDog and NewRelic alternative 📊, 🖥️, 👉. Powered by eBPF for rapid insights into system performance. Monitor, analyze, and optimize your infrastructure effortlessly for peak reliability at any scale. <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://join.slack.com/t/coroot-community/shared_invite/zt-1gsnfo0wj-I~Zvtx5CAAb8vr~r~vecyw) ### [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://join.slack.com/t/coroot-community/shared_invite/zt-1gsnfo0wj-I~Zvtx5CAAb8vr~r~vecyw) * [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: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"