atft-code-quality

Automate code quality checks by running a pre-commit pipeline that combines linting, formatting, type checking, and testing. Use Ruff for linting and formatting, mypy or pyright for type validation, pytest for tests, and bandit or detect-secrets for security scanning. Execute `pre-commit run --all-files` to trigger all checks automatically before commits.

Enforce consistent code style using Ruff for linting and formatting, which catches common errors and ensures readability. Pair it with mypy or pyright for static type checking to identify type-related bugs. These tools integrate into pre-commit workflows and CI pipelines for continuous enforcement across your codebase.

Yes, run security scans automatically by integrating bandit for code vulnerability detection and detect-secrets for credential leaks into your pre-commit or CI pipeline. These tools scan your codebase before deployment, catching security flaws and secrets before they reach production.

Prevent regressions by executing comprehensive tests via pytest before merging. Integrate pytest into your pre-commit or CI pipeline to run unit and integration tests automatically. This gates code quality and ensures only tested, production-ready code is merged.

Set up a quality gate using pre-commit tooling to orchestrate multiple checks: Ruff for linting and formatting, mypy or pyright for typing, pytest for tests, and bandit or detect-secrets for security. Run `pre-commit run --all-files` or `ruff check src/ --fix` locally and in CI to catch issues before deployment.

Yes, this integrates with standard Python tools: Ruff for linting and formatting, mypy and pyright for type checking, pytest for testing, and bandit and detect-secrets for security. It uses pre-commit to orchestrate these tools, compatible with most Python development workflows and CI environments.