{"id":2761,"date":"2025-05-05T05:28:42","date_gmt":"2025-05-05T05:28:42","guid":{"rendered":"https:\/\/www.AnwarBosbool.com\/ar\/?p=2761"},"modified":"2025-05-05T05:28:42","modified_gmt":"2025-05-05T05:28:42","slug":"how-software-usage-analytics-transforms-quality-strategy","status":"publish","type":"post","link":"https:\/\/www.AnwarBosbool.com\/ar\/2025\/05\/how-software-usage-analytics-transforms-quality-strategy\/","title":{"rendered":"\u0643\u064a\u0641 \u064a\u064f\u063a\u064a\u0651\u0631 \u062a\u062d\u0644\u064a\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 (Usage Analytics)"},"content":{"rendered":"<p>\u064a\u064f\u0639\u064e\u062f\u0651 \u062a\u062d\u0644\u064a\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a\u00a0\u0645\u0646\u062c\u0645\u064b\u0627 \u0630\u0647\u0628\u064a\u064b\u0627 \u063a\u064a\u0631 \u0645\u064f\u0633\u0652\u062a\u064e\u063a\u064e\u0644 \u0644\u0641\u0650\u0631\u064e\u0642 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0636\u0645\u0627\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a. \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639 \u062a\u0648\u0636\u064a\u062d \u0644\u0643\u064a\u0641\u064a\u0629\u00a0\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u062a\u062d\u0644\u064a\u0644\u00a0\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a\u00a0\u0641\u064a \u062a\u063a\u064a\u064a\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0643\u0630\u0644\u0643 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062c\u0648\u062f\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062c\u0631\u0628\u0629 \u0639\u0645\u0644\u064a\u0651\u0629 \u0641\u064a \u0623\u062d\u062f \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639.<!--more--><\/p>\n<p>\u0642\u062f \u064a\u0641\u0634\u0644 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u062a\u064a \u062a\u062a\u0633\u0628\u0651\u0628 \u0641\u064a \u062a\u0648\u0642\u0651\u0641 \u0627\u0644\u0639\u0645\u0644 \u0644\u0641\u062a\u0631\u0627\u062a \u0637\u0648\u064a\u0644\u0629. \u062d\u062a\u0649 \u0645\u0639 \u062a\u063a\u0637\u064a\u0629\u00a0\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 (test coverage)\u00a0\u0627\u0644\u062a\u064a \u062a\u0635\u0644 \u0625\u0644\u0649 100% \u062a\u0642\u0631\u064a\u0628\u064b\u0627\u060c \u0645\u0627 \u0632\u0627\u0644\u062a\u00a0\u062a\u0641\u0634\u0644 \u0628\u0639\u0636 \u0627\u0644\u0641\u0650\u0631\u064e\u0642 \u0641\u064a \u0625\u064a\u062c\u0627\u062f \u0648\u0627\u0644\u062a\u0642\u0627\u0637 \u0645\u0627\u0647\u0648 \u0645\u064f\u0647\u0645 \u0648\u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u064a\u0647 \u0648\u0647\u0648: \u0643\u064a\u0641\u064a\u0651\u0629\u00a0\u0627\u0646\u062a\u0642\u0627\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644\u00a0\u0645\u0639\u0647\u0627 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0641\u0639\u0644\u064a.\u00a0\u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u062d\u0627\u0644\u0627\u062a\u060c \u0644\u0627 \u062a\u064f\u0642\u062f\u0651\u0645 \u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0623\u0648 \u0627\u0644\u0645\u064f\u0639\u062a\u0627\u062f\u0629 (metrics) \u0645\u062b\u0644 \u062a\u063a\u0637\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0623\u0648 \u0645\u064f\u0639\u062f\u0651\u0644\u0627\u062a \u0627\u0644\u0639\u064a\u0648\u0628 (defect rates) \u0633\u0648\u0649 \u0631\u0624\u064a\u0629 \u062c\u0632\u0626\u064a\u0629. \u0625\u0646 \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629\u00a0\u0644\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0647\u064a \u0645\u0642\u064a\u0627\u0633 \u0644\u0642\u062f\u0652\u0631\u062a\u0647\u0627 \u0639\u0644\u0649 \u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0648\u0642\u0639\u0627\u062a\u0647\u0645 \u0645\u0646 \u062d\u064a\u062b \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0631\u0636\u0627\/\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/p>\n<p>\u0647\u0643\u0630\u0627\u060c \u0628\u062f\u0623\u062a \u0631\u062d\u0644\u062a\u0646\u0627 \u0628\u0633\u0624\u0627\u0644 \u0628\u0633\u064a\u0637 \u0644\u0644\u063a\u0627\u064a\u0629: \u0645\u0627\u0630\u0627 \u0644\u0648 \u0627\u0633\u062a\u0637\u0639\u0646\u0627 \u062a\u062d\u0648\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0625\u0644\u0649 \u0631\u064f\u0624\u0649 \u062c\u0648\u062f\u0629 \u0639\u0645\u0644\u064a\u0629\u061f \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0641\u0631\u064a\u0642 \u062a\u062d\u0644\u064a\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a (Software Usage Analytics Team)\u060c \u0637\u0648\u0651\u0631\u0646\u0627 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0623\u0643\u062b\u0631 \u062a\u0641\u0635\u064a\u0644\u0627\u064b \u0644\u0627\u0644\u062a\u0642\u0627\u0637 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646\u0635\u0629 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0646\u0627 \u0641\u064a \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0648\u0627\u0642\u0639\u064a\u0629. \u0648\u0643\u0627\u0646\u062a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0645\u0632\u0639\u062c\u0629 \u0644\u0644\u063a\u0627\u064a\u0629:<\/p>\n<ul>\n<li>72% \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u062e\u0637\u0651\u0648\u0627 \u062a\u0645\u0627\u0645\u064b\u0627 \u0631\u062d\u0644\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 (operating journey) \u0627\u0644\u0645\u064f\u062d\u062f\u0651\u062f\u0629 \u0628\u062f\u0642\u0629 \u0634\u062f\u064a\u062f\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u0644\u0641 \u0627\u0644\u0645\u062e\u0627\u0637\u0631.<\/li>\n<li>\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0623\u062f\u0627\u0621\u00a0\u0648\u0647\u064a \u0627\u0644\u0645\u064a\u0632\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u062e\u062a\u0628\u0627\u0631\u064b\u0627 \u0627\u0633\u062a\u062e\u062f\u064e\u0645\u064e\u0647\u0627 11% \u0641\u0642\u0637 \u0645\u0646 \u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u0627.<\/li>\n<li>83% \u0645\u0646 \u0637\u0644\u0628\u0627\u062a \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0646\u062a\u062c\u062a \u0639\u0646 \u0623\u0631\u0628\u0639 \u0631\u062d\u0644\u0627\u062a \u0645\u0633\u062a\u062e\u062f\u0645 (user journeys) \u0628\u0633\u064a\u0637\u0629 \u0644\u0645 \u062a\u064f\u0631\u0643\u0651\u0632 \u0639\u0644\u064a\u0647\u0627 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0628\u0634\u0643\u0644 \u0643\u0627\u0641\u064d.<\/li>\n<\/ul>\n<p>\u0627\u0644\u0623\u0643\u062b\u0631 \u0625\u0642\u0646\u0627\u0639\u064b\u0627 \u0647\u0648\u00a0\u062a\u062d\u062f\u064a\u062f \u0627\u0631\u062a\u0628\u0627\u0637 \u0642\u0648\u064a \u0628\u064a\u0646 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u062d\u062f\u0651\u062f\u0629 \u0648\u0645\u064f\u0639\u062f\u0651\u0644 \u0641\u0642\u062f\u0627\u0646 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u0641\u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0630\u064a\u0646 \u062a\u062e\u0644\u0651\u0648\u0627 \u0639\u0646 \u0645\u0633\u0627\u0631\u0627\u062a \u0639\u0645\u0644 \u0645\u062d\u062f\u0651\u062f\u0629 \u0623\u0648 \u0637\u0627\u0644 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0628\u0634\u0643\u0644 \u0645\u0644\u062d\u0648\u0638 \u0641\u064a \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0643\u0627\u0646\u0648\u0627 \u0623\u0643\u062b\u0631 \u0639\u0631\u0636\u0629 \u0628\u0645\u0642\u062f\u0627\u0631 4.6 \u0645\u0631\u0627\u062a \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0645 \u0644\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0623\u0648 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0625\u0644\u0649 \u0628\u0631\u0646\u0627\u0645\u062c \u0623\u0648 \u0645\u0635\u0627\u062f\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0628\u062f\u064a\u0644\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u062a\u0642\u062f\u064a\u0645 \u0637\u0644\u0628 \u062f\u0639\u0645 \u0648\u0630\u0644\u0643 \u062e\u0644\u0627\u0644 \u0641\u062a\u0631\u0629 \u0644\u0627 \u062a\u062a\u062c\u0627\u0648\u0632 \u0633\u062a\u0629 \u0623\u0634\u0647\u0631.<\/p>\n<p><strong>\u062a\u063a\u064a\u064a\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631<\/strong><\/p>\n<p>\u0644\u0642\u062f \u0642\u0645\u0646\u0627 \u0628\u0645\u0631\u0627\u062c\u0639\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u0645\u0646\u0647\u062c\u0646\u0627 \u0641\u064a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u064a\u0645\u0643\u0646 \u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0627\u0644\u062c\u0630\u0631\u064a\u0651\u0629 \u0641\u064a \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0628\u0625\u064a\u062c\u0627\u0632 \u0641\u064a \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ul>\n<li><strong>\u0645\u0646 \u0627\u0644\u062a\u063a\u0637\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0623\u062b\u064a\u0631 (From Coverage to Impact)<\/strong><\/li>\n<\/ul>\n<p>\u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0633\u0639\u064a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0648\u0631\u0627\u0621 \u0645\u062a\u0637\u0644\u0651\u0628\u0627\u062a \u062a\u063a\u0637\u064a\u0629 \u0628\u0631\u0645\u062c\u064a\u0629 \u0639\u0634\u0648\u0627\u0626\u064a\u0629\u060c \u0627\u0639\u062a\u0645\u062f\u0646\u0627 \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u062a\u064f\u062e\u0635\u0651\u0635 \u0641\u064a\u0647 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0648\u0641\u0642\u064b\u0627 \u0644\u0645\u062f\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062c\u0648\u0627\u0646\u0628 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0648\u0645\u062f\u0649 \u0623\u0647\u0645\u064a\u062a\u0647\u0627 \u0644\u0644\u0623\u0639\u0645\u0627\u0644 (business). \u0623\u0635\u0628\u062d\u062a \u062a\u063a\u0637\u064a\u0629 \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062d\u0631\u062c\u0629 \u0644\u0644\u0623\u0639\u0645\u0627\u0644 (business-critical paths) \u0647\u064a \u0627\u0644\u0645\u0639\u064a\u0627\u0631 \u0627\u0644\u062c\u062f\u064a\u062f \u0644\u0644\u0646\u062c\u0627\u062d: \u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0645\u0643\u062b\u0641\u0629 \u0639\u0644\u0649\u00a0\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629 \u0644\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0631\u0636\u0627\u0647\u0645. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u062a\u0645\u062a \u062a\u0631\u062c\u0645\u0629 \u0647\u0630\u0627 \u0625\u0644\u0649 \u062d\u0648\u0627\u0644\u064a 60% \u0645\u0646 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u0623\u064f\u062c\u0631\u064a\u062a \u0639\u0644\u0649 \u0645\u0633\u0627\u0631\u0627\u062a \u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u062d\u0633\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u0647\u064a \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u0623\u0645\u0636\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0645\u0639\u0638\u0645 \u0648\u0642\u062a\u0647\u0645 \u0639\u0644\u064a\u0647\u0627 \u0648\u0627\u0644\u062a\u064a \u0643\u0627\u0646 \u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062e\u0627\u0637\u0626\u0629 \u0639\u0644\u064a\u0647\u0627 \u0647\u0648 \u0627\u0644\u0623\u062e\u0637\u0631 \u0639\u0644\u0649 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 (business).<\/p>\n<ul>\n<li><strong>\u0645\u0646 \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u0651\u0629<\/strong><\/li>\n<\/ul>\n<p>\u0644\u0645 \u0646\u0639\u064f\u062f \u0646\u0633\u062a\u062e\u062f\u0645 \u062d\u0627\u0644\u0627\u062a \u0627\u062e\u062a\u0628\u0627\u0631 \u0639\u0627\u0645\u0629 \u0628\u0644 \u0623\u0646\u0634\u0623\u0646\u0627 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0645\u0628\u0646\u064a\u0651\u0629 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0639\u0644\u0649 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0641\u0639\u0644\u064a. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u0639\u0627\u062f\u0629 \u062a\u0634\u063a\u064a\u0644 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0641\u0639\u0644\u064a\u0651\u0629 \u0644\u0639\u0645\u0644\u0627\u0626\u0646\u0627 \u0630\u0627\u062a \u0627\u0644\u0623\u0647\u0645\u064a\u0651\u0629\u060c \u0636\u064e\u0645\u0650\u0646\u0651\u0627 \u062a\u0648\u0627\u0641\u0642 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\u0646\u0627 \u0628\u0634\u0643\u0644 \u0623\u0648\u062b\u0642 \u0645\u0639 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0641\u0639\u0644\u064a\u0651\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u064a. \u0645\u0639\u0631\u0641\u0629 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0627\u062e\u062a\u0628\u0627\u0631\u0647\u0627 \u064a\u0624\u062f\u064a \u0630\u0644\u0643\u00a0\u0625\u0644\u0649 \u062a\u062d\u0642\u064a\u0642 \u062a\u062d\u0633\u0651\u0646 \u0643\u0628\u064a\u0631 \u0641\u064a \u062f\u0631\u062c\u0627\u062a \u0631\u0636\u0627 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/p>\n<ul>\n<li><strong>\u0645\u0646 \u0627\u0644\u0645\u0633\u0627\u0648\u0627\u0629 \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0629 \u0625\u0644\u0649 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0651\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u062e\u0627\u0637\u0631<\/strong><\/li>\n<\/ul>\n<p>\u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0625\u0639\u0637\u0627\u0621 \u0648\u0632\u0646 \u0645\u062a\u0633\u0627\u0648\u064d \u0644\u062c\u0645\u064a\u0639 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 (code paths)\u060c\u00a0\u062a\u0645 \u0627\u0644\u0622\u0646 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u0645\u0644\u0641\u0627\u062a \u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u0645\u062e\u0627\u0637\u0631.<\/p>\n<ul>\n<li><strong>\u0645\u0646 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u0646\u0641\u0635\u0644\u0629 \u0625\u0644\u0649 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u062a\u0643\u0627\u0645\u0644\u0629<\/strong><\/li>\n<\/ul>\n<p>\u0633\u0627\u0639\u062f\u062a\u0646\u0627 \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0639\u0644\u0649 \u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u062d\u0627\u062c\u0632 \u0628\u064a\u0646 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c (production monitoring) \u0648\u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0627 \u0642\u0628\u0644 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 (pre-release testing). \u062a\u0623\u062b\u0631\u062a \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0628\u0623\u062f\u0627\u0621 \u0627\u0644\u0625\u0646\u062a\u0627\u062c (production performance) \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u062d\u064a\u062b \u064a\u062a\u0645 \u062a\u0648\u0644\u064a\u062f\u0647\u0627 \u0648\u062a\u062d\u062f\u064a\u062f \u0623\u0648\u0644\u0648\u064a\u0627\u062a\u0647\u0627 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a (real-time) \u0645\u0645\u0627 \u064a\u064f\u0645\u062b\u0644 \u062d\u0644\u0642\u0629 \u062a\u063a\u0630\u064a\u0629 \u0631\u0627\u062c\u0639\u0629 (feedback loop).<\/p>\n<ul>\n<li><strong>\u0645\u0646 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0641\u0646\u064a\u0651\u0629 \u0625\u0644\u0649 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u062a\u064a \u062a\u0631\u0643\u0651\u0632 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 (Metrics)<\/strong><\/li>\n<\/ul>\n<p>\u0644\u0639\u0644\u0651 \u0627\u0644\u0623\u0647\u0645 \u0645\u0646 \u0630\u0644\u0643 \u0643\u0644\u0647 \u0647\u0648 \u0623\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u00a0&#8211; \u0648\u0644\u064a\u0633\u062a \u0627\u0644\u062f\u0651\u0642\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0651\u0629 &#8211; \u0643\u0627\u0646\u062a \u0623\u0633\u0627\u0633 \u062a\u062d\u062f\u064a\u062f\u0646\u0627 \u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062c\u0648\u062f\u0629. \u0643\u0627\u0646\u062a \u0645\u0639\u062f\u0651\u0644\u0627\u062a \u0625\u0646\u062c\u0627\u0632 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0648\u0642\u062a \u0625\u0646\u062c\u0627\u0632 \u0627\u0644\u0645\u0647\u0645\u0651\u0629 \u0648\u0627\u0646\u062e\u0641\u0627\u0636 \u0639\u062f\u062f \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062f\u0639\u0645 \u0645\u0624\u0634\u0631\u0627\u062a \u0646\u062c\u0627\u062d \u0641\u064a \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c.<\/p>\n<p><strong>\u0627\u0644\u0646\u062a\u0627\u0626\u062c<\/strong><\/p>\n<p>\u0628\u0639\u062f \u0623\u0646 \u0642\u0645\u0646\u0627 \u0628\u062a\u0646\u0641\u064a\u0630 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629\u00a0\u0647\u0630\u0647 \u0644\u0645\u062f\u0629 18 \u0634\u0647\u0631\u064b\u0627\u060c \u062c\u0627\u0621\u062a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0623\u0639\u0644\u0649 \u0645\u0645\u0627 \u0643\u0646\u0627 \u0646\u0623\u0645\u0644 \u0641\u064a \u062a\u062d\u0642\u064a\u0642\u0647:<\/p>\n<ol>\n<li>\u0627\u0646\u062e\u0641\u0627\u0636 \u0645\u064f\u0639\u062f\u0651\u0644 \u0641\u0642\u062f\u0627\u0646 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0628\u0646\u0633\u0628\u0629 32%.<\/li>\n<li>\u0627\u0646\u062e\u0641\u0636\u062a \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0628\u0646\u0633\u0628\u0629 47%.<\/li>\n<li>\u0627\u0631\u062a\u0641\u0639\u062a \u0633\u0631\u0639\u0629 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 (release velocity) \u0627\u0644\u062a\u064a \u0641\u0627\u0642\u062a \u0627\u0644\u062a\u0648\u0642\u0639\u0627\u062a \u0628\u0646\u0633\u0628\u0629 28% \u0645\u0635\u062d\u0648\u0628\u0629\u064b \u0628\u062c\u0647\u062f \u0627\u062e\u062a\u0628\u0627\u0631 \u0623\u0643\u062b\u0631 \u0635\u0639\u0648\u0628\u0629 (harder test effort).<\/li>\n<\/ol>\n<p><strong>\u062e\u0627\u062a\u0645\u0629<\/strong><\/p>\n<p>\u064a\u064f\u0645\u062b\u0651\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u00a0\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0645\u0646\u062c\u0645\u064b\u0627 \u0630\u0647\u0628\u064a\u064b\u0627 \u063a\u064a\u0631 \u0645\u0633\u062a\u063a\u0644 \u0644\u0641\u0650\u0631\u064e\u0642 \u0627\u0644\u062c\u0648\u062f\u0629. \u0641\u0645\u0646 \u062e\u0644\u0627\u0644 \u0631\u0628\u0637 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u064a\u064f\u0645\u0643\u0646 \u0644\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0648\u062c\u0648\u062f\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 (business) \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631\u00a0\u0648\u0647\u0630\u0627 \u064a\u062a\u0637\u0644\u0651\u0628 \u0625\u0639\u0627\u062f\u0629 \u062a\u0635\u0648\u0651\u0631 \u0644\u0646\u0647\u0652\u062c \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a \u0648\u062a\u062d\u0648\u064a\u0644\u0647 \u0625\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0648\u0643\u0633\u0631 \u0627\u0644\u062d\u0648\u0627\u062c\u0632 \u0628\u064a\u0646 \u0641\u0650\u0631\u064e\u0642 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0641\u0650\u0631\u064e\u0642 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a\u00a0\u0648\u0646\u062c\u0627\u062d \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u064a\u062a\u0639\u064a\u0651\u0646 \u0639\u0644\u0649\u00a0\u0641\u0650\u0631\u064e\u0642 \u0627\u0644\u0639\u0645\u0644 \u062a\u062d\u0648\u064a\u0644 \u0647\u0630\u0647 \u0627\u0644\u062d\u0648\u0627\u062c\u0632 \u0625\u0644\u0649 \u0645\u0639\u0627\u064a\u064a\u0631 \u0639\u0645\u0644 \u062a\u0639\u0627\u0648\u0646\u064a\u0629 \u0644\u062c\u0646\u064a \u062b\u0645\u0627\u0631 \u062a\u0642\u0644\u064a\u0644 \u0645\u064f\u0639\u062f\u0651\u0644 \u0641\u0642\u062f\u0627\u0646 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u062a\u0648\u0637\u064a\u062f \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u0625\u0646 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u00a0\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u064a\u064f\u0639\u0644\u0651\u0645\u0646\u0627 \u0627\u0644\u0627\u0633\u062a\u0645\u0627\u0639 \u0623\u0648\u0644\u064b\u0627 \u0642\u0628\u0644 \u0628\u0646\u0627\u0621 \u0623\u064a \u0634\u064a\u0621 \u0641\u0627\u0644\u0627\u0633\u062a\u0645\u0627\u0639 \u0625\u0644\u0649 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u064a\u064f\u0645\u0643\u0651\u0646\u0646\u0627 \u0645\u0646 \u0628\u0646\u0627\u0621 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0623\u0641\u0636\u0644.<\/p>\n<p>* \u0627\u0644\u0645\u0635\u062f\u0631:\u00a0https:\/\/www.softwaretestingmagazine.com\/knowledge\/mining-gold-from-user-clicks-how-product-analytics-transformed-our-quality-strategy<\/p>\n<p>** \u0627\u0644\u0635\u0648\u0631\u0629 \u0645\u0646 \u0645\u0648\u0642\u0639:\u00a0https:\/\/www.arenasolutions.com\/resources\/glossary\/cloud-software<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u064a\u064f\u0639\u064e\u062f\u0651 \u062a\u062d\u0644\u064a\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a\u00a0\u0645\u0646\u062c\u0645\u064b\u0627 \u0630\u0647\u0628\u064a\u064b\u0627 \u063a\u064a\u0631 \u0645\u064f\u0633\u0652\u062a\u064e\u063a\u064e\u0644 \u0644\u0641\u0650\u0631\u064e\u0642 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0636\u0645\u0627\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a. \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639 \u062a\u0648\u0636\u064a\u062d \u0644\u0643\u064a\u0641\u064a\u0629\u00a0\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u062a\u062d\u0644\u064a\u0644\u00a0\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a\u00a0\u0641\u064a \u062a\u063a\u064a\u064a\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0643\u0630\u0644\u0643 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062c\u0648\u062f\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062c\u0631\u0628\u0629 \u0639\u0645\u0644\u064a\u0651\u0629 \u0641\u064a \u0623\u062d\u062f \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639.<\/p>\n","protected":false},"author":2,"featured_media":2817,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"image","meta":{"footnotes":""},"categories":[6],"tags":[1228,1226,1231,906,1172,515,1225,970,1230,811,800,29,1229,1170],"class_list":["post-2761","post","type-post","status-publish","format-image","has-post-thumbnail","hentry","category-testing","tag-code-paths","tag-defect-rates","tag-software-usage-analytics","tag-test-coverage","tag-test-metrics","tag-testing","tag-1225","tag-970","tag-1230","tag-811","tag-800","tag-29","tag-1229","tag-1170","post_format-post-format-image"],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/www.AnwarBosbool.com\/ar\/wp-content\/uploads\/2025\/04\/\u062a\u062d\u0644\u064a\u0644-\u0627\u0633\u062a\u062e\u062f\u0627\u0645-\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a.jpg","_links":{"self":[{"href":"https:\/\/www.AnwarBosbool.com\/ar\/wp-json\/wp\/v2\/posts\/2761","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.AnwarBosbool.com\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.AnwarBosbool.com\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.AnwarBosbool.com\/ar\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.AnwarBosbool.com\/ar\/wp-json\/wp\/v2\/comments?post=2761"}],"version-history":[{"count":66,"href":"https:\/\/www.AnwarBosbool.com\/ar\/wp-json\/wp\/v2\/posts\/2761\/revisions"}],"predecessor-version":[{"id":2830,"href":"https:\/\/www.AnwarBosbool.com\/ar\/wp-json\/wp\/v2\/posts\/2761\/revisions\/2830"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.AnwarBosbool.com\/ar\/wp-json\/wp\/v2\/media\/2817"}],"wp:attachment":[{"href":"https:\/\/www.AnwarBosbool.com\/ar\/wp-json\/wp\/v2\/media?parent=2761"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.AnwarBosbool.com\/ar\/wp-json\/wp\/v2\/categories?post=2761"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.AnwarBosbool.com\/ar\/wp-json\/wp\/v2\/tags?post=2761"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}