Examples

See Zene in action with these real-world scenarios.

1. Legacy Code Refactoring

Scenario: Taking a messy, untyped Python script and turning it into a modular, Pydantic-based application. Read the Blog Post

2. Self-Healing Compiler (Rust)

Scenario: Fixing a Rust project with borrow checker errors. Zene runs cargo build, analyzes errors, and fixes them automatically. Read the Blog Post

3. Data Analysis

Scenario: Cleaning a CSV dataset and generating matplotlib charts. Zene handles missing values, invalid formats, and data visualization. Read the Blog Post

4. Multi-File API

Scenario: Building a production-ready FastAPI backend with SQLite integration. Zene generates a modular project structure with models, schemas, and CRUD logic. Read the Blog Post

5. Dockerization (DevOps)

Scenario: Containerizing a Python Flask app. Zene writes the Dockerfile and docker-compose.yml, following best practices like multi-stage builds and layer caching. Read the Blog Post

6. Unit Testing (TDD)

Scenario: Generating comprehensive unit tests for a Python math module. Zene writes pytest cases, including edge cases and parametrized tests. Read the Blog Post

7. Web Scraping

Scenario: Extracting data from a website and saving it as structured JSON. Zene uses requests and BeautifulSoup to parse HTML content. Read the Blog Post