Merge pull request #328 from christianlouis/copilot/fix-black-flake8-ci

docs: update linting documentation to reflect Ruff migration

.gitignore

@@ -72,6 +72,7 @@ htmlcov/
 .coverage.*
 .cache
 nosetests.xml
+junit.xml
 coverage.xml
 *.cover
 *.py,cover

AGENTIC_CODING.md

@@ -696,12 +696,13 @@ Before submitting code:
 Run full check:
 ```bash
 pytest --cov=app
-black app/ tests/
+ruff check app/ tests/
-flake8 app/ --max-line-length=120
+ruff format --check app/ tests/
 mypy app/
-bandit -r app/
 ```
 
+**Note:** This project uses Ruff, which replaces Black, Flake8, isort, and Bandit with a single, faster tool.
+
 ---
 
 ## 🤝 Agent Collaboration