Trendshift - Ask AI

base on API, Integration, E2E Testing Agent for Developers that actually work. Generate tests, mocks/stubs for your APIs! <img src="https://docs.keploy.io/img/keploy-logo-dark.svg?s=200&v=4" height="80" alt="Keploy Logo" /> <a href="https://trendshift.io/repositories/3262" target="_blank"> <img src="https://trendshift.io/api/badge/repositories/3262" alt="keploy%2Fkeploy | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/> </a> <h3 align="center">⚡️ API tests faster than unit tests, from user traffic ⚡️</h3> 🌟 The must-have tool for developers in the AI-Gen era for 90% test coverage 🌟 --- <a href="https://join.slack.com/t/keploy/shared_invite/zt-357qqm9b5-PbZRVu3Yt2rJIa6ofrwWNg"><img src="https://img.shields.io/badge/Slack-4A154B?style=flat&logo=slack&logoColor=white" alt="Slack" /></a> <a href="https://www.linkedin.com/company/keploy/"><img src="https://img.shields.io/badge/LinkedIn-%230077B5.svg?style=flat&logo=linkedin&logoColor=white" alt="LinkedIn" /></a> <a href="https://www.youtube.com/channel/UC6OTg7F4o0WkmNtSoob34lg"><img src="https://img.shields.io/badge/YouTube-%23FF0000.svg?style=flat&logo=YouTube&logoColor=white" alt="YouTube" /></a> <a href="https://x.com/Keployio"><img src="https://img.shields.io/badge/X-%231DA1F2.svg?style=flat&logo=X&logoColor=white" alt="X" /></a> <a href="https://landscape.cncf.io/?item=app-definition-and-development--continuous-integration-delivery--keploy"> <img src="https://img.shields.io/badge/CNCF%20Landscape-5699C6?logo=cncf&style=social" alt="Keploy CNCF Landscape" /> </a> <a href="https://github.com/Keploy/Keploy/stargazers"><img src="https://img.shields.io/github/stars/keploy/keploy?color=%23EAC54F&logo=github" alt="GitHub Stars" /></a> <a href="https://github.com/Keploy/Keploy/"> <img src="https://img.shields.io/github/stars/keploy/keploy?color=%23EAC54F&logo=github&label=Help%20us%20reach%2020K%20stars!%20Now%20at:" alt="Help us reach 20k stars!" /> </a> [Keploy](https://keploy.io) is a **developer‑centric API and integration testing tool** that auto‑generates **tests and data‑mocks** faster than unit tests. It records API calls, database queries, and streaming events — then replays them as tests. Under the hood, Keploy **uses eBPF to capture traffic at the network layer,** but for you it’s completely **code‑less** and **language‑agnostic**. <img align="center" src="https://raw.githubusercontent.com/keploy/docs/main/static/gif/record-replay.gif" width="100%" alt="Convert API calls to API tests test cases and Data Mocks using AI"/> > 🐰 **Fun fact:** Keploy uses itself for testing! Check out our swanky coverage badge: [![Coverage Status](https://coveralls.io/repos/github/keploy/keploy/badge.svg?branch=main&kill_cache=1)](https://coveralls.io/github/keploy/keploy?branch=main&kill_cache=1)   --- # Key Highlights ## 🎯 No code changes Just run your app with `keploy record`. Real API + integration flows are automatically captured as tests and mocks. *(Keploy uses eBPF under the hood to capture traffic, so you **don’t need** to add any SDKs or modify code.)* ## 📹 Record and Replay complex Flows Keploy can record and replay complex, distributed API flows as mocks and stubs. It's like having a very light-weight time machine for your tests—saving you tons of time! 👉 [Read the docs on record-replay](https://keploy.io/docs/keploy-explained/introduction/) <img src="https://raw.githubusercontent.com/keploy/docs/main/static/gif/record-tc.gif" width="60%" alt="Convert API calls to test cases"/> ## 🐇 Complete Infra‑Virtualization (beyond HTTP mocks) Unlike tools that only mock HTTP endpoints, Keploy records **databases** (Postgres, MySQL, MongoDB), **streaming/queues** (Kafka, RabbitMQ), external APIs, and more. It replays them deterministically so you can run tests without re‑provisioning infra. 👉 [Read the docs on infra virtualisation](https://keploy.io/docs/keploy-explained/how-keploy-works/) <img src="https://keploy-devrel.s3.us-west-2.amazonaws.com/Group+1261152745.png" width="100%" alt="Convert API calls to test cases"/> ## 🧪 Combined Test Coverage If you’re a **developer**, you probably care about *statement* and *branch* coverage — Keploy calculates that for you. If you’re a **QA**, you focus more on *API schema* and *business use‑case coverage* — Keploy calculates that too. This way coverage isn’t subjective anymore. 👉 [Read the docs on coverage](https://keploy.io/docs/server/sdk-installation/go/) <img src="https://keploy-devrel.s3.us-west-2.amazonaws.com/keploy+ai+test+gen+for+api+statement+schema+and+branch+coverage.jpg" width="100%" alt="ai test gen for api statement schema and branch coverage"/> ## 🤖 Expand API Coverage using AI Keploy uses existing recordings, Swagger/OpenAPI Schema to find: boundary values, missing/extra fields, wrong types, out‑of‑order sequences, retries/timeouts. This helps expand API Schema, Statement, and Branch Coverage. 👉 [Read the docs on coverage](https://app.keploy.io/) <img src="https://keploy-devrel.s3.us-west-2.amazonaws.com/ai+test+case+generation+that+works.png" width="100%" alt="ai test gen for api statement schema and branch coverage"/> ### Other Capabilities - 🌐 **CI/CD Integration:** Run tests with mocks anywhere you like—locally on the CLI, in your CI pipeline (Jenkins, Github Actions..) , or even across a Kubernetes cluster. [Read more](https://keploy.io/docs/running-keploy/api-testing-cicd/) - 🎭 **Multi-Purpose Mocks**: You can also use Keploy-generated Mocks, as server Tests! - 📊 **Reporting:** Unified reports for API, integration, unit, and e2e coverage with insights directly in your CI or PRs. - 🖥️ **Console:** A developer-friendly console to view, manage, and debug recorded tests and mocks. - ⏱️ **Time Freezing:** Deterministically replay tests by freezing system time during execution. [Read more](https://keploy.io/docs/keploy-cloud/time-freezing/) - 📚 **Mock Registry:** Centralized registry to manage, reuse, and version mocks across teams and environments. [Read more](https://keploy.io/docs/keploy-cloud/mock-registry/) --- ## Quick Start ### 1. Install Keploy Agent ```bash curl --silent -O -L https://keploy.io/install.sh && source install.sh ``` ### 2. Record Test Cases Start your app under Keploy to convert real API calls into tests and mocks. ```bash keploy record -c "CMD_TO_RUN_APP" ``` Example for Python: ```bash keploy record -c "python main.py" ``` ### 3. Run Tests Run tests offline without external dependencies. ```bash keploy test -c "CMD_TO_RUN_APP" --delay 10 ``` ## Resources ### - 📘 [Installation](https://keploy.io/docs/server/installation/) ### - 🏁 [QuickStarts](https://keploy.io/docs/quickstart/quickstart-filter/) --- ## Languages & Frameworks (Any stack) Because Keploy intercepts at the **network layer (eBPF)**, it works with **any language, framework, or runtime**—no SDK required. > Note: Some of the dependencies are not open-source by nature because their protocols and parsings are not open-sourced. It's not supported in Keploy enterprise.  <img src="https://img.shields.io/badge/Go-00ADD8?logo=go&logoColor=white" /> <img src="https://img.shields.io/badge/Java-ED8B00?logo=openjdk&logoColor=white" /> <img src="https://img.shields.io/badge/Node.js-43853D?logo=node.js&logoColor=white" /> <img src="https://img.shields.io/badge/Python-3776AB?logo=python&logoColor=white" /> <img src="https://img.shields.io/badge/Rust-000000?logo=rust&logoColor=white" /> <img src="https://img.shields.io/badge/C%23-239120?logo=csharp&logoColor=white" /> <img src="https://img.shields.io/badge/C/C++-00599C?logo=cplusplus&logoColor=white" /> <img src="https://img.shields.io/badge/TypeScript-3178C6?logo=typescript&logoColor=white" /> <img src="https://img.shields.io/badge/Scala-DC322F?logo=scala&logoColor=white" /> <img src="https://img.shields.io/badge/Kotlin-7F52FF?logo=kotlin&logoColor=white" /> <img src="https://img.shields.io/badge/Swift-FA7343?logo=swift&logoColor=white" /> <img src="https://img.shields.io/badge/Dart-0175C2?logo=dart&logoColor=white" /> <img src="https://img.shields.io/badge/PHP-777BB4?logo=php&logoColor=white" /> <img src="https://img.shields.io/badge/Ruby-CC342D?logo=ruby&logoColor=white" /> <img src="https://img.shields.io/badge/Elixir-4B275F?logo=elixir&logoColor=white" /> <img src="https://img.shields.io/badge/.NET-512BD4?logo=dotnet&logoColor=white" />  <img src="https://img.shields.io/badge/gRPC-5E35B1?logo=grpc&logoColor=white" /> <img src="https://img.shields.io/badge/GraphQL-E10098?logo=graphql&logoColor=white" /> <img src="https://img.shields.io/badge/HTTP%2FREST-0A84FF?logo=httpie&logoColor=white" /> <img src="https://img.shields.io/badge/Kafka-231F20?logo=apachekafka&logoColor=white" /> <img src="https://img.shields.io/badge/RabbitMQ-FF6600?logo=rabbitmq&logoColor=white" /> <img src="https://img.shields.io/badge/PostgreSQL-4169E1?logo=postgresql&logoColor=white" /> <img src="https://img.shields.io/badge/MySQL-4479A1?logo=mysql&logoColor=white" /> <img src="https://img.shields.io/badge/MongoDB-47A248?logo=mongodb&logoColor=white" /> <img src="https://img.shields.io/badge/Redis-DC382D?logo=redis&logoColor=white" /> --- ## Questions? ### Book a Live Demo / Enterprise Support Want a guided walkthrough, dedicated support, or help planning enterprise rollout? <a href="https://calendar.app.google/4ZKd1nz9A5wLuP4W7"> <img src="https://img.shields.io/badge/Request%20a%20Demo-Email-2ea44f?logo=gmail" /> </a>   <a href="https://join.slack.com/t/keploy/shared_invite/zt-357qqm9b5-PbZRVu3Yt2rJIa6ofrwWNg"> <img src="https://img.shields.io/badge/Chat%20with%20Us-Slack-4A154B?logo=slack&logoColor=white" /> </a>   Prefer a calendar invite? Mention your availability in the email—we’ll send a **calendar invite** right away. --- ## Documentation & Community - 📘 [Documentation](https://keploy.io/docs/) — Explore the full docs - 💬 [Slack Community](https://join.slack.com/t/keploy/shared_invite/zt-357qqm9b5-PbZRVu3Yt2rJIa6ofrwWNg) — Join the conversation - 📜 [Contribution Guidelines](https://keploy.io/docs/keploy-explained/contribution-guide/) - ❤️ [Code of Conduct](https://github.com/keploy/keploy/blob/main/CODE_OF_CONDUCT.md) - 📢 [Blog](https://keploy.io/blog/) — Read articles and updates --- ## Contribute & Collaborate Whether you're new or experienced, your input matters. Help us improve Keploy by contributing code, reporting issues, or sharing feedback. Together, let's build better testing tools for modern applications. ", Assign "at most 3 tags" to the expected json: {"id":"3262","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"

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