Add podman-compose/docker-compose integration tests

README.md

@@ -288,6 +288,27 @@ go test ./tests/integration -v -run TestIntegration_FullWorkflow
 
 # Run with timeout
 go test ./tests/integration -v -timeout 30s
+
+# Run containerized integration tests with podman/docker-compose
+make test-compose
+
+# Or using the shell script directly
+bash tests/integration/compose_test.sh
+
+# Run Go-based compose tests (requires RUN_COMPOSE_TESTS=true)
+RUN_COMPOSE_TESTS=true go test ./tests/integration -v -run TestComposeIntegration
+```
+
+### Using Make
+```bash
+make help              # Show all available targets
+make build             # Build the binary
+make test              # Run all tests
+make test-unit         # Run unit tests only
+make test-integration  # Run integration tests
+make test-compose      # Run containerized tests
+make run               # Build and run the server
+make dev               # Run in development mode
 ```
 
 ## License