feat: implement project orchestration via Makefile and update legal metadata

- Integrated GNU Make for container lifecycle management and test automation (DX improvement).
- Updated LICENSE attribution to 'Lucian BLETAN'.
- Enhanced README.md with API schema specifications and orchestrated workflow documentation.
- Standardized Docker-Compose invocation patterns via .PHONY targets.

LICENSE

@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2026 Redac_Scan Contributors
+Copyright (c) 2026 Lucian BLETAN
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

Makefile

@@ -0,0 +1,30 @@
+.PHONY: help build up down logs test clean
+
+# Default target
+help:
+	@echo "🛡️ Redac Management Commands:"
+	@echo "  make build    - Build all Docker containers"
+	@echo "  make up       - Start the project in the background"
+	@echo "  make down     - Stop and remove containers"
+	@echo "  make logs     - Follow the logs"
+	@echo "  make test     - Run the API test suite"
+	@echo "  make clean    - Remove unused Docker images and volumes"
+
+build:
+	docker compose build
+
+up:
+	docker compose up -d
+
+down:
+	docker compose down
+
+logs:
+	docker compose logs -f
+
+test:
+	docker compose run --rm api python tests/verify_all.py
+
+clean:
+	docker system prune -f
+	docker volume prune -f

README.md

@@ -22,6 +22,16 @@ A lightweight PII (Personally Identifiable Information) moderation MVP designed
 
 ## 📦 Getting Started (Docker)
 
+### Quick Start with Makefile
+If you have `make` installed, you can use these shortcuts:
+```bash
+make build   # Build containers
+make up      # Start Redac
+make logs    # View logs
+make test    # Run tests
+```
+
+### Manual Docker commands
 ```bash
 docker compose up --build
 ```
@@ -72,6 +82,12 @@ curl -X POST http://localhost:8000/redact \
 
 ## 🧪 Quality Assurance
 
+### Using Makefile
+```bash
+make test
+```
+
+### Manual Docker
 ```bash
 # Run the test suite
 docker compose run api python tests/verify_all.py