TommyLemon's Zero-Code Automated Testing Tool Ecosystem (APIJSON-based)

TommyLemon, a Tencent engineer, has open-sourced a zero-code automated testing tool ecosystem built on the APIJSON ecosystem.

Project Overview

| Project | Positioning | Core Capability | Users | |---------|-------------|-----------------|-------| | APIAuto | HTTP API testing | Machine-learning zero-code testing, auto-generated docs and code | Tencent, Huawei, SHEIN, Transsion, ICBC | | UnitAuto | Unit testing | Zero-code method/function testing, multi-language | Tencent IEG, WXG, Kuaishou, Fortune 500 companies | | SQLAuto | Database testing | Zero-code SQL testing, bulk test-data generation | APIJSON ecosystem users | | UIGO | UI automation testing | Smart record/replay, pixel-level precise positioning | Tencent, WeChat team |

1. APIAuto — Machine-Learning Zero-Code API Testing

GitHub: https://github.com/TommyLemon/APIAuto

Key features:

• Zero-code testing: machine learning automatically understands API semantics
• All-in-one platform: API docs, testing, Mock, debugging, and management integrated
• Smart generation: auto-generates frontend/backend code (Java, Python, JS, Go, etc.)
• Automatic assertions: before/after comparison assertions, ML assertions, duplicate-value assertions
• Enterprise adoption: multiple Tencent business groups, plus Huawei, SHEIN, and others

Online version: http://apijson.cn/api

2. UnitAuto — Zero-Code Unit Testing Platform

GitHub: https://github.com/TommyLemon/UnitAuto

Key features:

• Fully zero-code: no test code, annotations, or configuration required
• Runtime testing: unlike JUnit/Mockito's compile-time approach, methods are invoked directly
• Multi-language support: Java, Kotlin, Go, Python, C++, Android
• Smart verification: automatically retrieves return values and class member variables, with automatic assertions
• Traffic recording: supports recording real requests via the /delegate proxy endpoint

3. SQLAuto — Intelligent Zero-Code Database Testing

GitHub: https://github.com/TommyLemon/SQLAuto

Key features:

• Arbitrary SQL testing: supports any CRUD statements and any SQL template variables
• One-click bulk generation: automatically generates parameter combinations to build large amounts of test data
• Zero-code operation: a purely static SPA web page adapted from APIAuto
• Dependency: backend requires APIJSONBoot-MultiDataSource 5.2.5+

4. UIGO — Zero-Code Fast, Accurate, Stable UI Smart Record & Replay

GitHub: https://github.com/TommyLemon/UIGO

Key features:

• Pixel-level precision: automatic precise positioning within 3 pixels, auto-adapting to various screen ratios
• Millisecond-level waiting: precise waiting for HTTP API responses within 2 milliseconds
• Zero-code recording: recording process is identical to manual operation
• Smart replay: computes touch points automatically based on split-ball regions and screen resolution

Technology Ecosystem

These projects are all part of the APIJSON ecosystem:

• APIJSON: backend zero-code API ORM library (open-sourced by Tencent)
• APIAuto: API-layer testing
• UnitAuto: code-layer (method/function) testing
• SQLAuto: database-layer testing
• UIGO: UI-layer testing
• CVAuto: computer-vision AI testing (zero-code, zero-annotation)

TommyLemon has been invited by Tencent's WeChat team, IEG, and others to give multiple talks on "Zero-Code Testing Tools and Practices."