Blog

Thoughts, experiments, and case studies on AI coding agents.

Case Studies

Verifying Zene's Isolated Python Execution Environment

2026-02-17 We verified Zene's new V3 Python Execution Engine, confirming session-scoped isolation and automatic virtual environment management using Rust.

Automating Data Analysis with Zene

2026-02-17 Data cleaning is 80% of the job. Watch Zene handle missing values, invalid dates, and chart generation autonomously.

Building a Multi-File FastAPI Application

2026-02-17 Zene isn't limited to single-file scripts. See how it architects a complete Todo List API with models, schemas, and database layers.

Infrastructure as Code: Dockerizing Apps

2026-02-17 Containerization made simple. Zene writes optimized Dockerfiles and docker-compose configurations for you.

Writing Comprehensive Unit Tests

2026-02-17 Stop writing tests manually. Zene generates pytest suites covering edge cases, parametrized inputs, and error handling.

Web Scraping Made Easy

2026-02-17 Turn unstructured web data into clean JSON. Zene navigates HTML structures with BeautifulSoup and Requests.

The Self-Healing Compiler: When AI Refuses to Accept "Good Enough"

2026-02-17 Why we need an AI that doesn't just write code, but verifies it against the compiler. A story of fixing Rust borrow checker errors.

Case Study: Automating Legacy Code Refactoring with Zene

2026-02-17 Taking a messy Python script and turning it into a modular, type-safe application.