26. Version Pinning and Reproducible Environments

Pinning dependencies ensures consistent builds and security across systems.

pip freeze > requirements.txt
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt

✅ Lesson: Version pinning prevents dependency drift and maintains reproducibility.