I use AI to debug lots of issues for work and always have to play this game where I remove company specific info from the code to anonymize it before uploading.

I wanted to automate this process into a CLI tool and give coding agents a shot.

The results were really good and way better than I expected so I'd like to share it with you all. Everything runs via local LLM with Ollama and can be installed with uv.

Key features:

  - Local processing (no data leaves your machine)

  - Validation system with banned string detection and re-prompting

  - Supports Python, JS/TS, Java, C++, Rust, Go

  - Simple installation: uv tool install llm-anon

Create validation config

echo "MyCompany" > secrets.txt

echo "internal-api.company.com" >> secrets.txt

Anonymize code with validation

llm-anon sensitive_code.py --validation-config secrets.txt -o clean_code.py

The tool will retry anonymization if it detects any banned strings in the output, making it much safer to share code with external AI services.

GitHub: https://github.com/ChristianBako/LLM-Anonymizer