- |\n git fetch origin ${CI_MERGE_REQUEST_TARGET_BRANCH_NAME:-$CI_DEFAULT_BRANCH}\n CHANGED_FILES=$(git diff --name-only origin\/${CI_MERGE_REQUEST_TARGET_BRANCH_NAME:-$CI_DEFAULT_BRANCH})\n echo \"📄 Changed files: $CHANGED_FILES\"\n if [ -z \"$CHANGED_FILES\" ]; then\n echo \"No file changes detected. Skipping Claude execution.\"\n exit 0\n fi\n<\/code><\/pre>\n\n\n\n\u4e0a\u8a18\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u91cd\u8981\u60c5\u5831\u306e\u8b58\u5225\u6027\u304c\u4e0a\u304c\u308a\u3001Calude Code\u304c\u8ff7\u3044\u306b\u304f\u304f\u306a\u308b\u307b\u304b\u6307\u793a\u304c\u660e\u78ba\u306b\u306a\u308a\u30c6\u30b9\u30c8\u751f\u6210\u306e\u7cbe\u5ea6\u306e\u5411\u4e0a\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Mock\u4f5c\u6210\u306e\u7981\u6b62<\/h3>\n\n\n\n
Mock\u3092\u4f5c\u6210\u3055\u305b\u308b\u3053\u3068\u306f\u57fa\u672c\u7684\u306b\u30a2\u30f3\u30c1\u30d1\u30bf\u30fc\u30f3\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u7406\u7531\u3068\u3057\u3066\u306f\u3001\u5b9f\u88c5\u81ea\u4f53\u306f\u5b58\u5728\u3057\u306a\u3044\u306e\u306b\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u306e\u307f\u304c\u51fa\u6765\u4e0a\u304c\u308b\u554f\u984c\u304c\u3042\u308a\u3001\u305d\u308c\u3092\u907f\u3051\u308b\u305f\u3081\u3067\u3059\u3002\u4eca\u56de\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
# Critical Constraints - NO MOCKING\n - **NEVER use mocks, patches, monkeypatch, or stubs**\n - Test against real implementations only\n - This ensures implementation actually exists and prevents false positives\n - If dependencies are complex, create minimal real test fixtures\n - This eliminates the need for mock verification in code reviews<\/code><\/pre>\n\n\n\nClaude Code\u81ea\u8eab\u306b\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3055\u305b\u308b<\/h3>\n\n\n\n
Claude Code\u516c\u5f0f\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8a18\u8ff0\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30af\u30ed\u30fc\u30c9\u306b\u30c6\u30b9\u30c8\u306b\u5408\u683c\u3059\u308b\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u3088\u3046\u306b\u6307\u793a\u3057<\/strong>\u3001\u30c6\u30b9\u30c8\u3092\u5909\u66f4\u3057\u306a\u3044\u3088\u3046\u306b\u6307\u793a\u3057\u307e\u3059\u3002\u3059\u3079\u3066\u306e\u30c6\u30b9\u30c8\u306b\u5408\u683c\u3059\u308b\u307e\u3067\u7d9a\u3051\u308b\u3088\u3046\u306b\u30af\u30ed\u30fc\u30c9\u306b\u4f1d\u3048\u307e\u3059\u3002<\/p>\n\n\n\n\nAfter generating each test file:\n 1. Execute the generated tests using pytest\n 2. Verify all tests pass successfully\n 3. If any test fails or is flaky:\n - Analyze the root cause\n - Fix the test code\n - Re-run until stable\n 4. Report any execution errors or unstable tests detected\n 5. This automation catches issues before human review<\/code><\/pre>\n<\/blockquote>\n\n\n\n\u5b9f\u969b\u306b\u52d5\u4f5c\u3055\u305b\u3066\u307f\u308b<\/h2>\n\n\n\n
\u5b9f\u969b\u306b\u5909\u66f4\u3092\u30ea\u30e2\u30fc\u30c8\u3078Push\u3057(\u4eca\u56de\u306f\u7c21\u5358\u306aCRUD\u30a2\u30d7\u30ea\u306eDelete\u30e1\u30bd\u30c3\u30c9)\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u4f5c\u6210\u3057CI\u3092\u5b9f\u884c\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n![\"\"](\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/12\/b444def8e7350101f493e7018e62aaef-1024x456.png\")
<\/figure>\n\n\n\n\u3046\u307e\u304f\u5b9f\u884c\u3067\u304d\u305f\u3088\u3046\u3067\u3059\u3002\u751f\u6210\u3055\u308c\u305f\u3082\u306e\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046<\/p>\n\n\n\n
\u4f5c\u6210\u3055\u308c\u305fMR\u304b\u3089\u3001\u3001\u3001<\/p>\n\n\n\n![\"\"](\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/12\/1be64888d24a916910b308bc6fbeb19c.png\")
<\/figure>\n\n\n\nimport pytest\nimport sys\nfrom pathlib import Path\nimport psycopg2\nimport os\n\n# Add app directory to path for imports\napp_dir = Path(__file__).parent.parent.parent \/ \"app\"\nsys.path.insert(0, str(app_dir))\n\nimport db\n\n\nclass TestGetConnection:\n \"\"\"Test cases for get_connection function.\"\"\"\n\n def test_get_connection_success(self):\n \"\"\"Test successful database connection.\"\"\"\n conn = db.get_connection()\n\n assert conn is not None\n assert isinstance(conn, psycopg2.extensions.connection)\n assert conn.closed == 0 # Connection is open\n\n conn.close()\n\n def test_get_connection_can_execute_query(self):\n \"\"\"Test that connection can execute a simple query.\"\"\"\n conn = db.get_connection()\n cur = conn.cursor()\n\n cur.execute(\"SELECT 1\")\n result = cur.fetchone()\n\n assert result == (1,)\n\n cur.close()\n conn.close()\n\n\nclass TestInitDb:\n \"\"\"Test cases for init_db function.\"\"\"\n\n def test_init_db_creates_table(self):\n \"\"\"Test that init_db creates the items table successfully.\"\"\"\n # Drop table if it exists\n conn = db.get_connection()\n cur = conn.cursor()\n cur.execute(\"DROP TABLE IF EXISTS items\")\n conn.commit()\n cur.close()\n conn.close()\n\n # Initialize database\n db.init_db()\n\n # Verify table exists\n conn = db.get_connection()\n cur = conn.cursor()\n cur.execute(\"\"\"\n SELECT EXISTS (\n SELECT FROM information_schema.tables\n WHERE table_name = 'items'\n )\n \"\"\")\n table_exists = cur.fetchone()[0]\n cur.close()\n conn.close()\n\n assert table_exists is True\n\n def test_init_db_table_structure(self):\n \"\"\"Test that items table has correct structure.\"\"\"\n # Ensure table exists\n db.init_db()\n\n # Check table structure\n conn = db.get_connection()\n cur = conn.cursor()\n cur.execute(\"\"\"\n SELECT column_name, data_type, is_nullable\n FROM information_schema.columns\n WHERE table_name = 'items'\n ORDER BY ordinal_position\n \"\"\")\n columns = cur.fetchall()\n cur.close()\n conn.close()\n\n # Verify columns\n assert len(columns) == 2\n assert columns[0][0] == 'id'\n assert columns[1][0] == 'name'\n assert columns[1][2] == 'NO' # name is NOT NULL\n\n\nclass TestInsertItem:\n \"\"\"Test cases for insert_item function.\"\"\"\n\n def setup_method(self):\n \"\"\"Setup test database before each test.\"\"\"\n db.init_db()\n # Clean up any existing items\n conn = db.get_connection()\n cur = conn.cursor()\n cur.execute(\"DELETE FROM items\")\n conn.commit()\n cur.close()\n conn.close()\n\n def test_insert_item_success(self):\n \"\"\"Test successful item insertion.\"\"\"\n db.insert_item(\"Test Item\")\n\n # Verify item was inserted\n conn = db.get_connection()\n cur = conn.cursor()\n cur.execute(\"SELECT name FROM items WHERE name = %s\", (\"Test Item\",))\n result = cur.fetchone()\n cur.close()\n conn.close()\n\n assert result is not None\n assert result[0] == \"Test Item\"\n\n def test_insert_item_with_special_characters(self):\n \"\"\"Test item insertion with special characters.\"\"\"\n special_name = \"Item's \\\"special\\\" name & symbols\"\n db.insert_item(special_name)\n\n # Verify item was inserted\n conn = db.get_connection()\n cur = conn.cursor()\n cur.execute(\"SELECT name FROM items WHERE name = %s\", (special_name,))\n result = cur.fetchone()\n cur.close()\n conn.close()\n\n assert result is not None\n assert result[0] == special_name\n\n def test_insert_item_with_japanese_characters(self):\n \"\"\"Test item insertion with Japanese characters.\"\"\"\n japanese_name = \"\u65e5\u672c\u8a9e\u30a2\u30a4\u30c6\u30e0\"\n db.insert_item(japanese_name)\n\n # Verify item was inserted\n conn = db.get_connection()\n cur = conn.cursor()\n cur.execute(\"SELECT name FROM items WHERE name = %s\", (japanese_name,))\n result = cur.fetchone()\n cur.close()\n conn.close()\n\n assert result is not None\n assert result[0] == japanese_name\n\n~\u7701\u7565~\n\nclass TestDeleteItem:\n \"\"\"Test cases for delete_item function.\"\"\"\n\n def setup_method(self):\n \"\"\"Setup test database before each test.\"\"\"\n db.init_db()\n # Clean up any existing items\n conn = db.get_connection()\n cur = conn.cursor()\n cur.execute(\"DELETE FROM items\")\n conn.commit()\n cur.close()\n conn.close()\n\n def test_delete_item_success(self):\n \"\"\"Test successful item deletion.\"\"\"\n db.insert_item(\"Item to Delete\")\n items = db.get_all_items()\n item_id = items[0][\"id\"]\n\n result = db.delete_item(item_id)\n\n assert result == 1\n\n # Verify item was deleted\n remaining_items = db.get_all_items()\n assert len(remaining_items) == 0\n\n def test_delete_item_not_found(self):\n \"\"\"Test delete_item returns 0 when item doesn't exist.\"\"\"\n result = db.delete_item(999999)\n\n assert result == 0\n\n def test_delete_item_leaves_other_items(self):\n \"\"\"Test that deleting one item doesn't affect others.\"\"\"\n db.insert_item(\"Item 1\")\n db.insert_item(\"Item 2\")\n db.insert_item(\"Item 3\")\n\n items = db.get_all_items()\n middle_item_id = items[1][\"id\"]\n\n result = db.delete_item(middle_item_id)\n\n assert result == 1\n\n # Verify only the specified item was deleted\n remaining_items = db.get_all_items()\n assert len(remaining_items) == 2\n assert remaining_items[0][\"name\"] == \"Item 1\"\n assert remaining_items[1][\"name\"] == \"Item 3\"\n<\/code><\/pre>\n\n\n\n\u3061\u3083\u3093\u3068\u5dee\u5206\u3092\u62bd\u51fa\u3057\u305f\u3068\u3053\u308d\u3060\u3051\u306e\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u304c\u4f5c\u6210\u3067\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u6307\u5b9a\u3057\u305f\u901a\u308aMock\u3082\u4f7f\u3063\u3066\u3044\u306a\u3044\u3067\u3059\u306d\u3002<\/p>\n\n\n\n
\u7d42\u308f\u308a\u306b<\/h1>\n\n\n\n
\u751f\u6210AI\u3068CI\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4f55\u304b\u5b9f\u88c5\u3057\u305f\u3044\u306a\u3068\u306f\u524d\u3005\u304b\u3089\u8003\u3048\u3066\u3044\u305f\u305f\u3081\u3001\u4eca\u56de\u305d\u308c\u3092\u5f62\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3066\u3088\u304b\u3063\u305f\u3067\u3059\u3002<\/p>\n\n\n\n
\u3042\u307e\u308a\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u3092\u751f\u6210AI\u306b\u4f5c\u3063\u3066\u3082\u3089\u3046\u7d4c\u9a13\u304c\u306a\u304b\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u4f55\u3082\u8003\u3048\u305a\u306b\u305d\u306e\u307e\u307e\u5b9f\u88c5\u3057\u3066\u3057\u307e\u3046\u306e\u306f\u304b\u306a\u308a\u5371\u967a\u3067\u3042\u308b\u3068\u611f\u3058\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
Calude Code\u306e\u300c\u89aa\u5207\u5fc3\u300d\u3067\u30e2\u30c3\u30af\u3067\u5b9f\u88c5\u304c\u306a\u3044\u306e\u306b\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u3060\u3051\u4f5c\u3063\u3066\u3057\u307e\u3046\u3068\u3044\u3046\u306e\u306f\u3001\u5b9f\u969b\u306b\u52d5\u4f5c\u3084\u8abf\u67fb\u3092\u3057\u3066\u3044\u306a\u3044\u3068\u5206\u304b\u3089\u306a\u304b\u3063\u305f\u60c5\u5831\u3067\u3042\u308a\u3001\u5927\u5909\u52c9\u5f37\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u4eca\u56de\u306f\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u3068\u3044\u3046\u89b3\u70b9\u3067\u751f\u6210AI\u3092\u5229\u7528\u3057\u307e\u3057\u305f\u304c\u304d\u3063\u3068\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3054\u3068\u306b\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3084\u30a2\u30f3\u30c1\u30d1\u30bf\u30fc\u30f3\u304c\u5b58\u5728\u3059\u308b\u3068\u601d\u3046\u306e\u3067\u3001\u8abf\u67fb\u3057\u306a\u304c\u3089\u5229\u7528\u3057\u3066\u3044\u3051\u305f\u3089\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u307e\u305f\u4eca\u5f8c\u3055\u3089\u306b\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u305f\u3044\u3053\u3068\u3068\u3057\u3066\u30c6\u30b9\u30c8\u5b9f\u884c\u306e\u81ea\u52d5\u5316(MPC\u7528\u3044\u305f\u3082\u306e)\u306a\u3069\u884c\u3063\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002\u6210\u679c\u304c\u51fa\u305f\u3089\u8a18\u4e8b\u306b\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u203b\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf\u306fGenSpark\u306b\u4f5c\u6210\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002 \u306f\u3058\u3081\u306b \u73fe\u5728\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u3067\u306f\u3001\u30c1\u30fc\u30e0\u3067\u306e\u8ab2\u984c\u3068\u3057\u3066\u751f\u6210AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u99c6\u52d5\u306e\u4e8b\u4f8b\u306b\u3064\u3044\u3066\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002\u307e\u305f\u306f\u5148\u65e5\u958b\u50ac\u3055\u308c\u307e\u3057\u305fLT\u4f1a\u300c[\u3010AI\u99c6 […]<\/p>\n","protected":false},"author":211,"featured_media":81309,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[985,1051],"tags":[260,1140,100],"class_list":["post-81148","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-driven-dev","category-h-sugiyama","tag-cicd","tag-claude-code","tag-gitlab"],"acf":[],"yoast_head":"\n
GitLab CI\u3067Claude Code\u306b\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3066\u3082\u3089\u3063\u305f\u969b\u306etips - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3<\/title>\n<meta name=\"description\" content=\"AI\u99c6\u52d5\u958b\u767a(AIDD), h-sugiyama |\u203b\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf\u306fGenSpark\u306b\u4f5c\u6210\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002 \u306f\u3058\u3081\u306b\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai-driven-dev\/81148\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"GitLab CI\u3067Claude Code\u306b\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3066\u3082\u3089\u3063\u305f\u969b\u306etips - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\" \/>\n<meta property=\"og:description\" content=\"AI\u99c6\u52d5\u958b\u767a(AIDD), h-sugiyama |\u203b\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf\u306fGenSpark\u306b\u4f5c\u6210\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002 \u306f\u3058\u3081\u306b\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai-driven-dev\/81148\" \/>\n<meta property=\"og:site_name\" content=\"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/creationline\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-11T09:30:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/12\/claude_gitlab_icon.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1376\" \/>\n\t<meta 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