Effective dependency management involves version-controlled requirements.txt files, explicit version pinning, and automation tools like pip-tools for reproducibility. Regular security audits with pip-audit enhance safety. Advanced tools like Poetry or Pipenv streamline environment and dependency handling for consistent installs.