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CI/CD & Linting Pathways

Automated integration checks enforce code formatting and security scanning before accepting source code updates.

1. Local Pre-Commit Hooks (.pre-commit-config.yaml)

To catch code-style issues early, developers configure local Git hooks using the provided root configuration:

repos:
  - repo: https://github.com/pre-commit/pre-commit-hooks
    rev: v5.0.0
    hooks:
      - id: trailing-whitespace
      - id: end-of-file-fixer
      - id: check-yaml
      - id: check-added-large-files

Setup Command

pre-commit install

2. Automated Integration Pathways

Continuous integration build nodes run standardized verification checks across both codebases before merging pull requests: 1. Python Format & Typings: Runs black across all backend modules and validates type safety using linting suites. 2. Frontend Type Checking: Invokes pnpm run build to verify typescript compilation contracts (tsc --noEmit). 3. Test Suite Execution: Executes pytest unit suites to ensure core logic and SQL sanitization layers remain unbroken.