Kaizen Agent
The AI Agent That Improves Your LLM App
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- @yuto_ai_agent
- Categories
- AIDeveloper ToolsAutomation & Workflow
- Target Audience
- DevelopersQA EngineersOpen Source Maintainers
- Platforms
- CLI
About Kaizen Agent
Kaizen Agent is an open-source CLI tool that helps you ship better LLM apps by automating the boring parts of development: 🧪 Define test cases in a simple YAML file (input, expected output, pass/fail conditions) 🤖 Automatically run all test cases 🧠 If something fails, the agent analyzes and suggests prompt/code changes 🔁 It keeps retrying until the test passes 📦 Then it makes a pull request with the fix — ready to review No more endless trial and error. Just write your tests and let the agent do the rest.
Product Insights
Kaizen Agent is an open-source CLI tool that automates the testing and refinement of LLM applications through automated pull requests. It bridges the gap between manual quality assurance and code updates by analyzing failures to suggest specific prompt or code improvements.
- Open-source CLI tool available for local and integration workflows.
- YAML-based test definition for simple management of pass and fail conditions.
- Automated iterative fixing that retries tests until criteria are met.
- Direct pull request generation for streamlined code review processes.
Ideal for: Developers, QA Engineers, and Open Source Maintainers who need to automate LLM output validation and prompt engineering through a command-line interface.
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