{"id":759,"date":"2026-03-24T08:03:07","date_gmt":"2026-03-24T07:03:07","guid":{"rendered":"https:\/\/secure-pipelines.com\/ci-cd-security\/pipeline-hardening-secure-ci-cd-build-deployment-environments-2\/"},"modified":"2026-07-08T22:29:42","modified_gmt":"2026-07-08T21:29:42","slug":"pipeline-hardening-secure-ci-cd-build-deployment-environments","status":"publish","type":"post","link":"https:\/\/secure-pipelines.com\/ar\/pipeline-hardening\/pipeline-hardening-secure-ci-cd-build-deployment-environments\/","title":{"rendered":"\u062a\u0642\u0648\u064a\u0629 \u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628: \u0643\u064a\u0641\u064a\u0629 \u062a\u0623\u0645\u064a\u0646 \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0628\u0646\u0627\u0621 \u0648\u0627\u0644\u0646\u0634\u0631 \u0641\u064a CI\/CD"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u0623\u0635\u0628\u062d\u062a \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI\/CD 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\u064a\u062d\u0635\u0644 \u0641\u0639\u0644\u064a\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0643\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0641\u064a \u0622\u0646\u064d \u0648\u0627\u062d\u062f.<\/p>\n\n<p class=\"wp-block-paragraph\">\u0639\u0644\u0627\u0648\u0629\u064b \u0639\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u0639\u0627\u0644\u062c \u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0645\u062f\u062e\u0644\u0627\u062a \u063a\u064a\u0631 \u0645\u0648\u062b\u0648\u0642\u0629 \u2014 pull requests \u0645\u0646 \u0645\u0633\u0627\u0647\u0645\u064a\u0646 \u062e\u0627\u0631\u062c\u064a\u064a\u0646\u060c \u0648\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a\u060c \u0648\u062d\u0645\u0648\u0644\u0627\u062a \u0627\u0644\u0640 webhook \u2014 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0634\u064a\u0641\u0631\u0629 \u0643\u062b\u064a\u0631\u064b\u0627 \u0645\u0627 \u062a\u062d\u0638\u0649 \u0628\u062a\u062f\u0642\u064a\u0642 \u0623\u0645\u0646\u064a \u0623\u0642\u0644 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0646\u0641\u0633\u0647. \u0641\u0646\u0627\u062f\u0631\u064b\u0627 \u0645\u0627 \u062a\u062e\u0636\u0639 \u0645\u0644\u0641\u0627\u062a \u0625\u0639\u062f\u0627\u062f \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0648\u0633\u0643\u0631\u0628\u062a\u0627\u062a \u0627\u0644\u0640 shell \u0648\u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0651\u0635\u0629 \u0644\u0646\u0641\u0633 \u0635\u0631\u0627\u0645\u0629 \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0627\u0644\u062a\u064a \u062a\u062e\u0636\u0639 \u0644\u0647\u0627 \u0634\u064a\u0641\u0631\u0629 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u060c \u0645\u0627 \u064a\u062e\u0644\u0642 \u0646\u0642\u0627\u0637\u064b\u0627 \u0639\u0645\u064a\u0627\u0621 \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0647\u0627\u062c\u0645\u064a\u0646 \u0627\u0633\u062a\u063a\u0644\u0627\u0644\u0647\u0627.<\/p>\n\n<h2 class=\"wp-block-heading\">\u0639\u0632\u0644 \u0627\u0644\u0640 Runner: \u0623\u0633\u0627\u0633 \u0623\u0645\u0627\u0646 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628<\/h2>\n\n<p class=\"wp-block-paragraph\">\u064a\u064f\u0639\u062f\u0651 \u0627\u0644\u0640 runner \u0627\u0644\u0645\u062e\u0635\u0651\u0635 \u0644\u0644\u0628\u0646\u0627\u0621 \u2014 \u0628\u064a\u0626\u0629 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062a\u064a \u062a\u064f\u0646\u0641\u064e\u0651\u0630 \u0641\u064a\u0647\u0627 \u0645\u0647\u0627\u0645 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u2014 \u0627\u0644\u062d\u062f\u0651 \u0627\u0644\u0623\u0645\u0646\u064a \u0627\u0644\u0623\u0643\u062b\u0631 \u062c\u0648\u0647\u0631\u064a\u0629 \u0641\u064a \u0646\u0638\u0627\u0645 CI\/CD \u0644\u062f\u064a\u0643. \u0641\u0625\u0630\u0627 \u0644\u0645 \u062a\u0643\u0646 \u0627\u0644\u0640 runners \u0645\u0639\u0632\u0648\u0644\u0629 \u0639\u0644\u0649 \u0627\u0644\u0646\u062d\u0648 \u0627\u0644\u0635\u062d\u064a\u062d\u060c \u0623\u0645\u0643\u0646 \u0627\u0644\u0627\u0644\u062a\u0641\u0627\u0641 \u0639\u0644\u0649 \u0643\u0644 \u062a\u062f\u0628\u064a\u0631 \u062a\u0642\u0648\u064a\u0629 \u0622\u062e\u0631. \u062a\u062f\u0648\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0639\u0632\u0644 \u0627\u0644\u0640 runner \u062d\u0648\u0644 \u0642\u0631\u0627\u0631 \u062a\u0635\u0645\u064a\u0645\u064a \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629: \u0627\u0644\u0640 runners \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u0632\u0648\u0627\u0644 (ephemeral) \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u062f\u0627\u0626\u0645\u0629 (persistent).<\/p>\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0640 Runners \u0627\u0644\u062f\u0627\u0626\u0645\u0629: \u0627\u0644\u062e\u0637\u0631<\/h3>\n\n<p class=\"wp-block-paragraph\">\u062a\u062d\u062a\u0641\u0638 \u0627\u0644\u0640 runners \u0627\u0644\u062f\u0627\u0626\u0645\u0629 (\u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0639\u0645\u0631) \u0628\u0627\u0644\u062d\u0627\u0644\u0629 \u0628\u064a\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0627\u0645. \u0648\u0647\u0630\u0627 \u064a\u0639\u0646\u064a \u0623\u0646 \u0627\u0644\u0640 artifacts \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0648\u0645\u062a\u063a\u064a\u0651\u0631\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u0629 \u0648\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0645\u0646 \u0645\u0647\u0645\u0629 \u0648\u0627\u062d\u062f\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0635\u0628\u062d \u0645\u062a\u0627\u062d\u0629 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0644\u0627\u062d\u0642\u0629. \u062a\u062e\u0644\u0642 \u0627\u0644\u0640 runners \u0627\u0644\u062f\u0627\u0626\u0645\u0629 \u0639\u062f\u0629 \u0645\u062e\u0627\u0637\u0631 \u0623\u0645\u0646\u064a\u0629:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u0633\u0631\u0651\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0645\u0647\u0627\u0645:<\/strong> \u062a\u0628\u0642\u0649 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0623\u0648 \u0627\u0644\u0640 tokens \u0627\u0644\u062a\u064a \u0643\u064f\u062a\u0628\u062a \u0639\u0644\u0649 \u0627\u0644\u0642\u0631\u0635 \u0623\u062b\u0646\u0627\u0621 \u0639\u0645\u0644\u064a\u0629 build \u0648\u0627\u062d\u062f\u0629 \u0645\u062a\u0627\u062d\u0629 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0640 build \u0627\u0644\u0644\u0627\u062d\u0642\u0629.<\/li>\n<li><strong>\u062a\u0633\u0645\u064a\u0645 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f:<\/strong> \u064a\u0645\u0643\u0646 \u0644\u0645\u0647\u0645\u0629 \u062e\u0628\u064a\u062b\u0629 \u0623\u0646 \u062a\u0639\u062f\u0651\u0644 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0628\u0646\u0627\u0621\u060c \u0623\u0648 \u062a\u062d\u0642\u0646 \u0623\u0628\u0648\u0627\u0628\u064b\u0627 \u062e\u0644\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0648\u0627\u0643\u0631 \u0627\u0644\u0645\u0624\u0642\u062a\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629\u060c \u0623\u0648 \u062a\u0639\u0628\u062b \u0628\u0628\u064a\u0626\u0629 \u0627\u0644\u0640 runner \u0646\u0641\u0633\u0647\u0627.<\/li>\n<li><strong>\u0627\u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u0623\u0641\u0642\u064a\u0629:<\/strong> \u062a\u0648\u0641\u0651\u0631 \u0627\u0644\u0640 runners \u0627\u0644\u0645\u062e\u062a\u0631\u064e\u0642\u0629 \u0627\u0644\u062a\u064a \u062a\u0628\u0642\u0649 \u0639\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0629 \u0645\u0648\u0637\u0626 \u0642\u062f\u0645 \u0644\u0644\u0645\u0647\u0627\u062c\u0645\u064a\u0646 \u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062c\u0627\u0648\u0631\u0629.<\/li>\n<li><strong>\u062b\u063a\u0631\u0627\u062a \u0641\u064a \u0633\u062c\u0644\u0651 \u0627\u0644\u062a\u062f\u0642\u064a\u0642:<\/strong> \u0639\u0646\u062f\u0645\u0627 \u062a\u062a\u0634\u0627\u0631\u0643 \u0639\u062f\u0629 \u0645\u0647\u0627\u0645 \u0627\u0644\u0640 runner \u0646\u0641\u0633\u0647 \u0639\u0644\u0649 \u0645\u0631\u0651 \u0627\u0644\u0632\u0645\u0646\u060c \u064a\u0635\u0628\u062d \u0625\u0633\u0646\u0627\u062f \u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0623\u0648 \u0627\u062e\u062a\u0631\u0627\u0642\u0627\u062a \u0628\u0639\u064a\u0646\u0647\u0627 \u0623\u0645\u0631\u064b\u0627 \u0635\u0639\u0628\u064b\u0627.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0640 Runners \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u0632\u0648\u0627\u0644: \u0627\u0644\u0645\u0639\u064a\u0627\u0631 \u0627\u0644\u0630\u0647\u0628\u064a<\/h3>\n\n<p class=\"wp-block-paragraph\">\u062a\u064f\u0646\u0634\u0623 \u0627\u0644\u0640 runners \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u0632\u0648\u0627\u0644 \u0645\u0646 \u062c\u062f\u064a\u062f \u0644\u0643\u0644 \u0645\u0647\u0645\u0629 \u0648\u062a\u064f\u062f\u0645\u064e\u0651\u0631 \u0641\u0648\u0631 \u0627\u0643\u062a\u0645\u0627\u0644\u0647\u0627. \u064a\u0648\u0641\u0651\u0631 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0636\u0645\u0627\u0646\u0627\u062a \u0639\u0632\u0644 \u0642\u0648\u064a\u0629: \u062a\u0628\u062f\u0623 \u0643\u0644 \u0645\u0647\u0645\u0629 \u0628\u0628\u064a\u0626\u0629 \u0646\u0638\u064a\u0641\u0629 \u0648\u0645\u0639\u0631\u0648\u0641\u0629 \u0627\u0644\u0633\u0644\u0627\u0645\u0629\u060c \u0648\u0623\u064a \u062a\u0639\u062f\u064a\u0644\u0627\u062a \u2014 \u0633\u0648\u0627\u0621 \u0643\u0627\u0646\u062a \u0645\u0642\u0635\u0648\u062f\u0629 \u0623\u0645 \u062e\u0628\u064a\u062b\u0629 \u2014 \u062a\u064f\u062a\u0644\u064e\u0641 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627. \u062a\u0634\u0645\u0644 \u0627\u0644\u0641\u0648\u0627\u0626\u062f \u0645\u0627 \u064a\u0644\u064a:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0644\u0627 \u062a\u0644\u0648\u0651\u062b \u0628\u064a\u0646 \u0627\u0644\u0645\u0647\u0627\u0645:<\/strong> \u062a\u0639\u0645\u0644 \u0643\u0644 \u0645\u0647\u0645\u0629 \u0641\u064a \u0628\u064a\u0626\u0629 \u0646\u0642\u064a\u0629 \u062f\u0648\u0646 \u0623\u064a \u062d\u0627\u0644\u0629 \u0645\u062a\u0628\u0642\u0651\u064a\u0629 \u0645\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0633\u0627\u0628\u0642\u0629.<\/li>\n<li><strong>\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u064a\u0629 \u0623\u0642\u0644 \u0644\u0644\u0645\u0647\u0627\u062c\u0645\u064a\u0646:<\/strong> \u062d\u062a\u0649 \u0625\u0630\u0627 \u0627\u062e\u062a\u064f\u0631\u0642\u062a \u0645\u0647\u0645\u0629\u060c \u064a\u062e\u062a\u0641\u064a \u0633\u0637\u062d \u0627\u0644\u0647\u062c\u0648\u0645 \u0639\u0646\u062f \u062a\u062f\u0645\u064a\u0631 \u0627\u0644\u0640 runner.<\/li>\n<li><strong>\u0639\u0645\u0644\u064a\u0627\u062a build \u0645\u062a\u0633\u0642\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c:<\/strong> \u062a\u0642\u0636\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u0632\u0648\u0627\u0644 \u0639\u0644\u0649 \u0645\u0634\u0643\u0644\u0627\u062a \u00ab\u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0640 runner \u0627\u0644\u062e\u0627\u0635 \u0628\u064a\u00bb \u0627\u0644\u0646\u0627\u062c\u0645\u0629 \u0639\u0646 \u0627\u0646\u062d\u0631\u0627\u0641 \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0645\u062a\u0631\u0627\u0643\u0645\u0629.<\/li>\n<li><strong>\u0627\u0645\u062a\u062b\u0627\u0644 \u0645\u0628\u0633\u064e\u0651\u0637:<\/strong> \u062a\u0633\u0647\u0651\u0644 \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0646\u0638\u064a\u0641\u0629 \u0625\u062b\u0628\u0627\u062a \u0623\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0640 build \u0644\u0645 \u064a\u064f\u0639\u0628\u064e\u062b \u0628\u0647\u0627.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">Actions Runner Controller (ARC) \u0644\u0640 Kubernetes<\/h3>\n\n<p class=\"wp-block-paragraph\">\u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0634\u063a\u0651\u0644 Kubernetes\u060c \u064a\u0648\u0641\u0651\u0631 <strong>Actions Runner Controller (ARC)<\/strong> \u062d\u0644\u064b\u0651\u0627 \u0645\u062a\u064a\u0646\u064b\u0627 \u0644\u0640 runners \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u0632\u0648\u0627\u0644 \u0648\u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0651\u0639 \u0644\u0640 GitHub Actions. \u064a\u064f\u0647\u064a\u0651\u0626 ARC \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u064b\u0627 \u062d\u0627\u0648\u064a\u0627\u062a (pods) \u0644\u0644\u0640 runner \u0627\u0633\u062a\u062c\u0627\u0628\u0629\u064b \u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0640 workflow \u062b\u0645 \u064a\u0632\u064a\u0644\u0647\u0627 \u0628\u0639\u062f \u0627\u0643\u062a\u0645\u0627\u0644 \u0643\u0644 \u0645\u0647\u0645\u0629. \u064a\u062c\u0645\u0639 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0628\u064a\u0646 \u0641\u0648\u0627\u0626\u062f \u0627\u0644\u0639\u0632\u0644 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0640 runners \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u0632\u0648\u0627\u0644 \u0648\u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0644\u062a\u0646\u0633\u064a\u0642 Kubernetes.<\/p>\n\n<p class=\"wp-block-paragraph\">\u062a\u0634\u0645\u0644 \u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u0648\u064a\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0639\u0646\u062f \u0646\u0634\u0631 ARC \u0645\u0627 \u064a\u0644\u064a: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0639\u064f\u0642\u064e\u062f (node pools) \u0645\u062e\u0635\u0651\u0635\u0629 \u0644\u0623\u062d\u0645\u0627\u0644 \u0639\u0645\u0644 \u0627\u0644\u0640 runner\u060c \u0648\u062a\u0637\u0628\u064a\u0642 \u0633\u064a\u0627\u0633\u0627\u062a \u0634\u0628\u0643\u0629 Kubernetes \u0644\u062a\u0642\u064a\u064a\u062f \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0628\u064a\u0646 \u0627\u0644\u0640 runners \u0628\u0639\u0636\u0647\u0627 \u0628\u0639\u0636\u064b\u0627 \u0648\u0628\u064a\u0646\u0647\u0627 \u0648\u0628\u064a\u0646 \u0627\u0644\u0639\u0646\u0642\u0648\u062f\u060c \u0648\u062a\u0647\u064a\u0626\u0629 \u0645\u0639\u0627\u064a\u064a\u0631 \u0623\u0645\u0627\u0646 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a (pod security standards) \u0644\u0645\u0646\u0639 \u062a\u0635\u0639\u064a\u062f \u0627\u0644\u0627\u0645\u062a\u064a\u0627\u0632\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0646\u0638\u0645\u0629 \u0645\u0644\u0641\u0627\u062a \u062c\u0630\u0631\u064a\u0629 \u0644\u0644\u0642\u0631\u0627\u0621\u0629 \u0641\u0642\u0637 \u062d\u064a\u062b\u0645\u0627 \u0623\u0645\u0643\u0646. \u0644\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u0634\u0631\u062d \u0643\u0627\u0645\u0644 \u0644\u0646\u0634\u0631 ARC \u0648\u062a\u0647\u064a\u0626\u062a\u0647 \u0628\u0623\u0645\u0627\u0646\u060c \u0631\u0627\u062c\u0639 \u0645\u062e\u062a\u0628\u0631\u0646\u0627 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a: <a href=\"https:\/\/secure-pipelines.com\/ar\/ci-cd-security\/lab-ephemeral-self-hosted-runners-actions-runner-controller\/\">Ephemeral Self-Hosted Runners with Actions Runner Controller<\/a>.<\/p>\n\n<h3 class=\"wp-block-heading\">\u062a\u0642\u0646\u064a\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629 \u0644\u0639\u0632\u0644 \u0627\u0644\u0640 Runner<\/h3>\n\n<p class=\"wp-block-paragraph\">\u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u0640 runners \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u0632\u0648\u0627\u0644\u060c \u062a\u0639\u0632\u0651\u0632 \u0637\u0628\u0642\u0627\u062a \u0639\u0632\u0644 \u0625\u0636\u0627\u0641\u064a\u0629 \u0648\u0636\u0639\u0643 \u0627\u0644\u0623\u0645\u0646\u064a:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0639\u0632\u0644 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0622\u0644\u0629 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629:<\/strong> \u0634\u063a\u0651\u0644 \u0643\u0644 \u0645\u0647\u0645\u0629 \u0641\u064a \u0622\u0644\u0629 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0645\u062e\u0635\u0651\u0635\u0629 (\u0645\u062b\u0644 microVMs \u0645\u0646 Firecracker) \u0644\u062a\u062d\u0642\u064a\u0642 \u0641\u0635\u0644 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0639\u062a\u0627\u062f.<\/li>\n<li><strong>\u0639\u0632\u0644 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a \u0641\u064a \u0635\u0646\u062f\u0648\u0642 \u0631\u0645\u0644:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 gVisor \u0623\u0648 Kata Containers \u0644\u0625\u0636\u0627\u0641\u0629 \u0637\u0628\u0642\u0629 \u0639\u0632\u0644 \u0625\u0636\u0627\u0641\u064a\u0629 \u0628\u064a\u0646 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a \u0648\u0646\u0648\u0627\u0629 \u0627\u0644\u0645\u0636\u064a\u0641.<\/li>\n<li><strong>\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0640 runners \u0648\u062a\u0633\u0645\u064a\u0627\u062a\u0647\u0627:<\/strong> \u062c\u0632\u0651\u0626 \u0627\u0644\u0640 runners \u062d\u0633\u0628 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062b\u0642\u0629 \u2014 \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u062c\u0645\u0648\u0639\u0627\u062a runner \u0645\u0646\u0641\u0635\u0644\u0629 \u0644\u0640 pull requests \u0627\u0644\u0642\u0627\u062f\u0645\u0629 \u0645\u0646 forks \u0645\u0642\u0627\u0628\u0644 \u0639\u0645\u0644\u064a\u0627\u062a build \u0644\u0644\u0641\u0631\u0648\u0639 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u0629.<\/li>\n<li><strong>\u0647\u0648\u064a\u0629 \u062d\u0645\u0644 \u0627\u0644\u0639\u0645\u0644:<\/strong> \u0627\u0645\u0646\u062d \u0647\u0648\u064a\u0627\u062a \u0633\u062d\u0627\u0628\u064a\u0629 \u0645\u062a\u0645\u0627\u064a\u0632\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0640 runner \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0628\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0644\u0627 \u064a\u062a\u0645\u0643\u0646 runner \u064a\u0639\u0627\u0644\u062c pull requests \u0645\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u0646\u0634\u0631 \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0627\u0645\u062a\u064a\u0627\u0632 \u0627\u0644\u0623\u062f\u0646\u0649: \u062a\u0642\u0644\u064a\u0635 \u0635\u0644\u0627\u062d\u064a\u0627\u062a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628<\/h2>\n\n<p class=\"wp-block-paragraph\">\u0644\u0639\u0644\u0651 \u0645\u0628\u062f\u0623 \u0627\u0644\u0627\u0645\u062a\u064a\u0627\u0632 \u0627\u0644\u0623\u062f\u0646\u0649 \u0647\u0648 \u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0642\u0648\u064a\u0629 \u0623\u062b\u0631\u064b\u0627 \u064a\u0645\u0643\u0646\u0643 \u062a\u0637\u0628\u064a\u0642\u0647\u0627 \u0639\u0644\u0649 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI\/CD. \u0641\u064a\u0646\u0628\u063a\u064a \u0623\u0646 \u064a\u0639\u0645\u0644 \u0643\u0644 \u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628\u060c \u0648\u0643\u0644 \u0645\u0647\u0645\u0629\u060c \u0648\u0643\u0644 \u062e\u0637\u0648\u0629\u060c \u0628\u0627\u0644\u062d\u062f\u0651 \u0627\u0644\u0623\u062f\u0646\u0649 \u0627\u0644\u0645\u0637\u0644\u0642 \u0645\u0646 \u0627\u0644\u0635\u0644\u0627\u062d\u064a\u0627\u062a \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0625\u0646\u062c\u0627\u0632 \u0645\u0647\u0645\u062a\u0647\u0627 \u2014 \u0648\u0644\u0627 \u0634\u064a\u0621 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0630\u0644\u0643.<\/p>\n\n<h3 class=\"wp-block-heading\">\u062a\u062d\u062f\u064a\u062f \u0646\u0637\u0627\u0642 \u0627\u0644\u0640 Token<\/h3>\n\n<p class=\"wp-block-paragraph\">\u062a\u0648\u0641\u0651\u0631 \u0645\u0639\u0638\u0645 \u0645\u0646\u0635\u0651\u0627\u062a CI\/CD tokens \u062a\u0644\u0642\u0627\u0626\u064a\u0629 (\u0645\u062b\u0644 <code>GITHUB_TOKEN<\/code> \u0641\u064a GitHub Actions) \u062a\u0645\u0646\u062d \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639 \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0647. \u0648\u0628\u0635\u0648\u0631\u0629 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629\u060c \u0643\u062b\u064a\u0631\u064b\u0627 \u0645\u0627 \u062a\u062d\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0640 tokens \u0635\u0644\u0627\u062d\u064a\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0627\u0644\u0644\u0627\u0632\u0645. \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u062a\u0642\u0648\u064a\u0629 \u062a\u062d\u062f\u064a\u062f \u0646\u0637\u0627\u0642 \u0635\u0631\u064a\u062d:<\/p>\n\n<pre><code># GitHub Actions: Restrict default token permissions\npermissions:\n  contents: read\n  packages: read\n\njobs:\n  deploy:\n    permissions:\n      contents: read\n      deployments: write\n      id-token: write  # Only for OIDC-based authentication<\/code><\/pre>\n\n<p class=\"wp-block-paragraph\">\u0635\u0631\u0651\u062d \u0628\u0627\u0644\u0635\u0644\u0627\u062d\u064a\u0627\u062a \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0640 workflow \u0628\u0642\u064a\u0645 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u062f\u0646\u064a\u0627\u060c \u062b\u0645 \u0627\u0645\u0646\u062d \u0635\u0644\u0627\u062d\u064a\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u062d\u062f\u0651\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c\u0647\u0627 \u0641\u0642\u0637. \u0628\u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629\u060c \u0644\u0627 \u062a\u0633\u062a\u0637\u064a\u0639 \u062e\u0637\u0648\u0629 build \u0645\u062e\u062a\u0631\u064e\u0642\u0629 \u0625\u0633\u0627\u0621\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0646\u0634\u0631 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u062a\u0644\u0643 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0627\u062d\u0629 \u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u0640 deploy \u0648\u062d\u062f\u0647\u0627.<\/p>\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0641\u0635\u0644 \u0628\u064a\u0646 \u0627\u0644\u0645\u0647\u0627\u0645<\/h3>\n\n<p class=\"wp-block-paragraph\">\u062a\u0645\u062a\u062f \u062a\u0642\u0648\u064a\u0629 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0625\u0644\u0649 \u0645\u0627 \u0647\u0648 \u0623\u0628\u0639\u062f \u0645\u0646 \u0635\u0644\u0627\u062d\u064a\u0627\u062a \u0627\u0644\u0640 token \u0644\u062a\u0634\u0645\u0644 \u0643\u064a\u0641\u064a\u0629 \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0627\u062a \u0639\u0628\u0631 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628. \u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u062d\u0627\u0633\u0645\u0629 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0641\u0635\u0644 \u0628\u064a\u0646 \u0627\u0644\u0628\u0646\u0627\u0621 \u0648\u0627\u0644\u0646\u0634\u0631:<\/strong> \u064a\u062c\u0628 \u0623\u0644\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u064f\u0635\u0631\u0651\u0641 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0647\u064a \u0646\u0641\u0633\u0647\u0627 \u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0646\u0634\u0631 \u0641\u064a \u0627\u0644\u0625\u0646\u062a\u0627\u062c. \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u0647\u0627\u0645\u064b\u0627 \u0645\u0646\u0641\u0635\u0644\u0629 \u0628\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u0645\u062a\u0645\u0627\u064a\u0632\u0629 \u0648\u0628\u0648\u0627\u0628\u0627\u062a \u0645\u0648\u0627\u0641\u0642\u0629.<\/li>\n<li><strong>\u0641\u0635\u0644 CI \u0639\u0646 CD:<\/strong> \u064a\u0646\u0628\u063a\u064a \u0623\u0646 \u062a\u0643\u0648\u0646 \u0644\u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0628\u0646\u0627\u0621 \u0648\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0635\u0644\u0627\u062d\u064a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0639\u0646 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0646\u0634\u0631. \u0641\u0644\u064a\u0633 \u0645\u0646 \u0634\u0623\u0646 runner \u0644\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0623\u0646 \u064a\u062d\u0645\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u0633\u062d\u0627\u0628\u064a\u0629 \u0644\u0644\u0625\u0646\u062a\u0627\u062c.<\/li>\n<li><strong>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0623\u062f\u0648\u0627\u0631:<\/strong> \u0644\u064a\u0633 \u0643\u0644 \u0645\u0637\u0648\u0651\u0631 \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0639\u062f\u064a\u0644 \u062a\u0639\u0631\u064a\u0641\u0627\u062a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628\u060c \u0623\u0648 \u0627\u0644\u0645\u0648\u0627\u0641\u0642\u0629 \u0639\u0644\u0649 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631\u060c \u0623\u0648 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0633\u062c\u0644\u0651\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/li>\n<li><strong>artifacts \u063a\u064a\u0631 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u063a\u064a\u064a\u0631:<\/strong> \u062a\u0646\u062a\u062c \u0645\u0647\u0627\u0645 \u0627\u0644\u0640 build \u0645\u062e\u0631\u062c\u0627\u062a artifacts \u0645\u0648\u0642\u0651\u0639\u0629\u061b \u0648\u062a\u0633\u062a\u0647\u0644\u0643\u0647\u0627 \u0645\u0647\u0627\u0645 \u0627\u0644\u0640 deploy \u0648\u062a\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627. \u0641\u0645\u0647\u0645\u0629 \u0627\u0644\u0640 deploy \u0644\u0627 \u062a\u0639\u064a\u062f \u0627\u0644\u0628\u0646\u0627\u0621 \u0623\u0628\u062f\u064b\u0627 \u2014 \u0628\u0644 \u062a\u0646\u0634\u0631 \u0641\u0642\u0637 artifacts \u0645\u062a\u062d\u0642\u064e\u0651\u0642\u064b\u0627 \u0645\u0646\u0647\u0627 \u0648\u0645\u0628\u0646\u064a\u0629 \u0645\u0633\u0628\u0642\u064b\u0627.<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">\u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0623\u0639\u0645\u0642 \u0644\u0643\u064a\u0641\u064a\u0629 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0641\u0635\u0644 \u0628\u064a\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0648\u0627\u0644\u0627\u0645\u062a\u064a\u0627\u0632 \u0627\u0644\u0623\u062f\u0646\u0649 \u0641\u064a \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628\u0643\u060c \u0627\u0642\u0631\u0623 \u062f\u0644\u064a\u0644\u0646\u0627 \u0627\u0644\u0645\u0641\u0635\u0651\u0644: <a href=\"https:\/\/secure-pipelines.com\/ar\/ci-cd-security\/separation-of-duties-least-privilege-ci-cd-pipelines\/\">Separation of Duties and Least Privilege in CI\/CD Pipelines<\/a>.<\/p>\n\n<h2 class=\"wp-block-heading\">\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0623\u0633\u0631\u0627\u0631: \u0645\u0646\u0639 \u0627\u0644\u062a\u0633\u0631\u064a\u0628\u0627\u062a \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062a\u0639\u0631\u0651\u0636<\/h2>\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u2014 \u0645\u0641\u0627\u062a\u064a\u062d API\u060c \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0645\u0641\u0627\u062a\u064a\u062d \u0627\u0644\u062a\u0648\u0642\u064a\u0639\u060c \u0648tokens \u0645\u0632\u0648\u0651\u062f \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u2014 \u0647\u064a \u0634\u0631\u064a\u0627\u0646 \u0627\u0644\u062d\u064a\u0627\u0629 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0648\u0627\u0644\u0647\u062f\u0641 \u0627\u0644\u0623\u0648\u0644 \u0644\u0644\u0645\u0647\u0627\u062c\u0645\u064a\u0646. \u062a\u0639\u0627\u0644\u062c \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0643\u064a\u0641\u064a\u0629 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0648\u062d\u0642\u0646\u0647\u0627 \u0648\u062a\u062d\u062f\u064a\u062f \u0646\u0637\u0627\u0642\u0647\u0627 \u0648\u062a\u062f\u0648\u064a\u0631\u0647\u0627 \u0648\u0645\u0631\u0627\u0642\u0628\u062a\u0647\u0627.<\/p>\n\n<h3 class=\"wp-block-heading\">\u0623\u0641\u0636\u0644 \u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0633\u0631\u0627\u0631<\/h3>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u062f\u064a\u0631\u0648 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0648\u0646:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u0646\u0635\u0651\u0627\u062a \u0645\u062e\u0635\u0651\u0635\u0629 \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0645\u062b\u0644 HashiCorp Vault\u060c \u0623\u0648 AWS Secrets Manager\u060c \u0623\u0648 Azure Key Vault\u060c \u0623\u0648 Google Secret Manager \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0643\u0644\u064a\u064b\u0627 \u0639\u0644\u0649 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0627\u0644\u0645\u062f\u0645\u062c \u0641\u064a \u0645\u0646\u0635\u0651\u0629 CI\/CD \u0644\u062f\u064a\u0643. \u064a\u0648\u0641\u0651\u0631 \u0627\u0644\u0645\u062f\u064a\u0631\u0648\u0646 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0648\u0646 \u0642\u062f\u0631\u0627\u062a \u062a\u062f\u0642\u064a\u0642 \u0648\u062a\u062f\u0648\u064a\u0631 \u0648\u062a\u062d\u0643\u0645 \u0628\u0627\u0644\u0648\u0635\u0648\u0644 \u0645\u062a\u0641\u0648\u0651\u0642\u0629.<\/li>\n<li><strong>\u062d\u0642\u0646 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u062a\u0645\u0627\u0645\u064b\u0627:<\/strong> \u064a\u0646\u0628\u063a\u064a \u062d\u0642\u0646 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0641\u064a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0641\u064a \u0627\u0644\u0644\u062d\u0638\u0629 \u0627\u0644\u062a\u064a \u062a\u064f\u062d\u062a\u0627\u062c \u0641\u064a\u0647\u0627 \u0648\u0644\u0644\u0645\u062f\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0641\u0642\u0637. \u062a\u062c\u0646\u0651\u0628 \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0639\u0644\u0649 \u0627\u0644\u0642\u0631\u0635 \u0623\u0648 \u062a\u0645\u0631\u064a\u0631\u0647\u0627 \u0639\u0628\u0631 \u0645\u062a\u063a\u064a\u0651\u0631\u0627\u062a \u0628\u064a\u0626\u0629 \u062a\u0633\u062a\u0645\u0631 \u0639\u0628\u0631 \u0627\u0644\u062e\u0637\u0648\u0627\u062a.<\/li>\n<li><strong>\u062a\u062f\u0648\u064a\u0631 \u0627\u0644\u0623\u0633\u0631\u0627\u0631:<\/strong> \u0637\u0628\u0651\u0642 \u062a\u062f\u0648\u064a\u0631\u064b\u0627 \u0622\u0644\u064a\u064b\u0627 \u0644\u0643\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628. \u062a\u0642\u0644\u0651\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0642\u0635\u064a\u0631\u0629 \u0627\u0644\u0639\u0645\u0631 \u0646\u0627\u0641\u0630\u0629 \u0627\u0644\u0641\u0631\u0635\u0629 \u0625\u0630\u0627 \u0627\u062e\u062a\u064f\u0631\u0642 \u0633\u0631\u0651 \u0645\u0627.<\/li>\n<li><strong>\u062a\u062d\u062f\u064a\u062f \u0646\u0637\u0627\u0642 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0628\u0628\u064a\u0626\u0627\u062a \u0628\u0639\u064a\u0646\u0647\u0627:<\/strong> \u064a\u062c\u0628 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0623\u0633\u0631\u0627\u0631 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0645\u062a\u0627\u062d\u0629 \u0641\u0642\u0637 \u0645\u0646 \u0645\u0647\u0627\u0645 \u0646\u0634\u0631 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u060c \u0644\u0627 \u0645\u0646 \u0645\u0647\u0627\u0645 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0623\u0648 \u0627\u0644\u0628\u0646\u0627\u0621.<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">\u0644\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u0623\u0646\u0645\u0627\u0637 \u0634\u0627\u0645\u0644\u0629 \u0644\u062f\u0645\u062c \u0645\u062f\u064a\u0631\u064a \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0645\u0639 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI\/CD \u0644\u062f\u064a\u0643\u060c \u0631\u0627\u062c\u0639 \u062f\u0644\u064a\u0644\u0646\u0627: <a href=\"https:\/\/secure-pipelines.com\/ar\/ci-cd-security\/secrets-management-ci-cd-pipelines-patterns-vault-2\/\">Secrets Management in CI\/CD Pipelines: Patterns with Vault<\/a>.<\/p>\n\n<h3 class=\"wp-block-heading\">\u0627\u062a\u062d\u0627\u062f OIDC: \u0625\u0644\u063a\u0627\u0621 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0639\u0645\u0631<\/h3>\n\n<p class=\"wp-block-paragraph\">\u0645\u0646 \u0623\u0647\u0645 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0641\u064a \u0623\u0645\u0627\u0646 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u062a\u062d\u0627\u062f OpenID Connect (OIDC) \u0644\u0644\u0645\u0635\u0627\u062f\u0642\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629. \u0641\u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u062a\u062e\u0632\u064a\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u0633\u062d\u0627\u0628\u064a\u0629 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0639\u0645\u0631 \u0628\u0648\u0635\u0641\u0647\u0627 \u0623\u0633\u0631\u0627\u0631\u064b\u0627 \u0644\u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628\u060c \u064a\u062a\u064a\u062d OIDC \u0644\u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0645\u0628\u0627\u062f\u0644\u0629 token \u0642\u0635\u064a\u0631 \u0627\u0644\u0639\u0645\u0631 \u0648\u0645\u0648\u0642\u0651\u0639 \u062a\u0634\u0641\u064a\u0631\u064a\u064b\u0627 \u0628\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u0633\u062d\u0627\u0628\u064a\u0629 \u0645\u0624\u0642\u062a\u0629.<\/p>\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0643\u0628\u064a\u0631\u0629:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0644\u0627 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u062b\u0627\u0628\u062a\u0629 \u062a\u064f\u0633\u0631\u064e\u0642:<\/strong> \u0644\u0627 \u062a\u0648\u062c\u062f \u0645\u0641\u0627\u062a\u064a\u062d API \u0623\u0648 \u0645\u0641\u0627\u062a\u064a\u062d \u062d\u0633\u0627\u0628 \u062e\u062f\u0645\u0629 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0639\u0645\u0631 \u0645\u062e\u0632\u064e\u0651\u0646\u0629 \u0641\u064a \u0646\u0638\u0627\u0645 CI\/CD.<\/li>\n<li><strong>\u0633\u064a\u0627\u0633\u0627\u062a \u062b\u0642\u0629 \u062f\u0642\u064a\u0642\u0629 \u0627\u0644\u062a\u062d\u0628\u064a\u0628:<\/strong> \u064a\u0645\u0643\u0646 \u0644\u0645\u0632\u0648\u0651\u062f\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u062a\u0642\u064a\u064a\u062f \u0645\u0628\u0627\u062f\u0644\u0629 \u0627\u0644\u0640 token \u0628\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0623\u0648 \u0641\u0631\u0648\u0639 \u0623\u0648 \u0628\u064a\u0626\u0627\u062a \u0628\u0639\u064a\u0646\u0647\u0627\u060c \u0623\u0648 \u062d\u062a\u0649 \u0628\u0645\u0644\u0641\u0627\u062a workflow \u0645\u062d\u062f\u0651\u062f\u0629.<\/li>\n<li><strong>\u0627\u0646\u062a\u0647\u0627\u0621 \u0635\u0644\u0627\u062d\u064a\u0629 \u062a\u0644\u0642\u0627\u0626\u064a:<\/strong> \u062a\u0646\u062a\u0647\u064a \u0635\u0644\u0627\u062d\u064a\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0645\u0624\u0642\u062a\u0629 \u062e\u0644\u0627\u0644 \u062f\u0642\u0627\u0626\u0642\u060c \u0645\u0627 \u064a\u0642\u0644\u0651\u0644 \u0628\u0634\u062f\u0629 \u0645\u0646 \u0623\u062b\u0631 \u0623\u064a \u062a\u0633\u0631\u064a\u0628.<\/li>\n<li><strong>\u0633\u062c\u0644\u0651 \u062a\u062f\u0642\u064a\u0642:<\/strong> \u062a\u064f\u0633\u062c\u064e\u0651\u0644 \u0643\u0644 \u0639\u0645\u0644\u064a\u0629 \u0645\u0628\u0627\u062f\u0644\u0629 \u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0645\u0639 \u0633\u064a\u0627\u0642\u0647\u0627 \u0627\u0644\u0643\u0627\u0645\u0644 \u062d\u0648\u0644 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u0637\u0627\u0644\u0628 \u0648\u0627\u0644\u0641\u0631\u0639 \u0648\u0627\u0644\u0640 commit.<\/li>\n<\/ul>\n\n<pre><code># GitHub Actions OIDC with AWS\njobs:\n  deploy:\n    permissions:\n      id-token: write\n      contents: read\n    steps:\n      - uses: aws-actions\/configure-aws-credentials@v4\n        with:\n          role-to-assume: arn:aws:iam::123456789012:role\/deploy-role\n          aws-region: us-east-1\n          # No static AWS keys needed!<\/code><\/pre>\n\n<h3 class=\"wp-block-heading\">\u0645\u0646\u0639 \u062a\u0633\u0631\u064a\u0628 \u0627\u0644\u0623\u0633\u0631\u0627\u0631<\/h3>\n\n<p class=\"wp-block-paragraph\">\u062d\u062a\u0649 \u0645\u0639 \u0625\u062f\u0627\u0631\u0629 \u062c\u064a\u062f\u0629 \u0644\u0644\u0623\u0633\u0631\u0627\u0631\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062d\u062f\u062b \u0627\u0644\u062a\u0633\u0631\u064a\u0628\u0627\u062a \u0639\u0628\u0631 \u0633\u062c\u0644\u0651\u0627\u062a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628\u060c \u0623\u0648 \u0631\u0633\u0627\u0626\u0644 \u0627\u0644\u062e\u0637\u0623\u060c \u0623\u0648 \u0639\u0645\u0644\u064a\u0627\u062a \u0631\u0641\u0639 \u0627\u0644\u0640 artifacts\u060c \u0623\u0648 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0645\u064f\u0647\u064a\u0651\u0623\u0629 \u0639\u0644\u0649 \u0646\u062d\u0648 \u062e\u0627\u0637\u0626. \u0637\u0628\u0651\u0642 \u0637\u0628\u0642\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0644\u0645\u0646\u0639 \u0627\u0644\u062a\u0633\u0631\u064a\u0628:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062e\u0637\u0627\u0641\u0627\u062a \u0645\u0627 \u0642\u0628\u0644 \u0627\u0644\u0640 commit:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 <code>gitleaks<\/code> \u0623\u0648 <code>trufflehog<\/code> \u0623\u0648 <code>detect-secrets<\/code> \u0644\u0627\u0639\u062a\u0631\u0627\u0636 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0642\u0628\u0644 \u062f\u062e\u0648\u0644\u0647\u0627 \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639.<\/li>\n<li><strong>\u0641\u062d\u0635 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0641\u064a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628:<\/strong> \u0634\u063a\u0651\u0644 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0628\u0648\u0635\u0641\u0647 \u062e\u0637\u0648\u0629 \u0641\u064a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0644\u0627\u0639\u062a\u0631\u0627\u0636 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0641\u064a \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u064f\u0648\u0644\u064e\u0651\u062f \u0623\u0648 \u062a\u062c\u0647\u064a\u0632\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0623\u0648 \u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0625\u0639\u062f\u0627\u062f.<\/li>\n<li><strong>\u0625\u062e\u0641\u0627\u0621 \u0627\u0644\u0633\u062c\u0644\u0651\u0627\u062a:<\/strong> \u062a\u0623\u0643\u0651\u062f \u0645\u0646 \u062a\u0641\u0639\u064a\u0644 \u0625\u062e\u0641\u0627\u0621 \u0627\u0644\u0633\u062c\u0644\u0651\u0627\u062a \u0627\u0644\u0645\u062f\u0645\u062c \u0641\u064a \u0645\u0646\u0635\u0651\u0629 CI\/CD \u0644\u062f\u064a\u0643 \u0644\u0643\u0644 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0627\u0644\u0645\u0633\u062c\u0651\u0644\u0629\u060c \u0648\u0623\u0636\u0641 \u0625\u062e\u0641\u0627\u0621\u064b \u0645\u062e\u0635\u0651\u0635\u064b\u0627 \u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0645\u064f\u0648\u0644\u064e\u0651\u062f\u0629 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u064b\u0627.<\/li>\n<li><strong>\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a:<\/strong> \u0627\u0641\u062d\u0635 \u0645\u062e\u0631\u062c\u0627\u062a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0648\u0627\u0644\u0640 artifacts \u0648\u0635\u0648\u0631 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a \u0628\u062d\u062b\u064b\u0627 \u0639\u0646 \u0623\u0633\u0631\u0627\u0631 \u0645\u064f\u062f\u0631\u064e\u062c\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0627\u0644\u062e\u0637\u0623 \u0642\u0628\u0644 \u0646\u0634\u0631\u0647\u0627.<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">\u064a\u0634\u0631\u062d \u0645\u062e\u062a\u0628\u0631\u0646\u0627 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u062a\u0637\u0628\u064a\u0642 \u0647\u0630\u0647 \u0627\u0644\u0636\u0648\u0627\u0628\u0637 \u0645\u0646 \u0627\u0644\u0628\u062f\u0627\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0646\u0647\u0627\u064a\u0629: <a href=\"https:\/\/secure-pipelines.com\/ar\/ci-cd-security\/lab-detecting-preventing-secret-leaks-ci-cd-pipelines\/\">Detecting and Preventing Secret Leaks in CI\/CD Pipelines<\/a>.<\/p>\n\n<h2 class=\"wp-block-heading\">\u0642\u064a\u0648\u062f \u0627\u0644\u0634\u0628\u0643\u0629: \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0628\u0646\u0627\u0621<\/h2>\n\n<p class=\"wp-block-paragraph\">\u0645\u0646 \u0623\u0628\u0639\u0627\u062f \u062a\u0642\u0648\u064a\u0629 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u062a\u064a \u0643\u062b\u064a\u0631\u064b\u0627 \u0645\u0627 \u062a\u064f\u063a\u0641\u064e\u0644 \u0627\u0644\u062a\u062d\u0643\u0645\u064f \u0641\u064a \u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0640 build \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627. \u0641\u0628\u0635\u0648\u0631\u0629 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629\u060c \u062a\u062a\u0645\u062a\u0639 \u0645\u0639\u0638\u0645 \u0627\u0644\u0640 runners \u0628\u0648\u0635\u0648\u0644 \u063a\u064a\u0631 \u0645\u0642\u064a\u0651\u062f \u0625\u0644\u0649 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0645\u0627 \u064a\u062e\u0644\u0642 \u0641\u0631\u0635\u064b\u0627 \u0644\u0647\u062c\u0645\u0627\u062a \u0627\u0631\u062a\u0628\u0627\u0643 \u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a\u060c \u0648\u062a\u0633\u0631\u064a\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0628\u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0648\u0627\u0644\u0633\u064a\u0637\u0631\u0629 \u0645\u0646 \u062e\u0637\u0648\u0627\u062a build \u0645\u062e\u062a\u0631\u064e\u0642\u0629.<\/p>\n\n<h3 class=\"wp-block-heading\">\u0636\u0648\u0627\u0628\u0637 \u0627\u0644\u0634\u0628\u0643\u0629 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0628\u0646\u0627\u0621<\/h3>\n\n<p class=\"wp-block-paragraph\">\u064a\u0642\u0644\u0651\u0644 \u062a\u0637\u0628\u064a\u0642 \u0636\u0648\u0627\u0628\u0637 \u0627\u0644\u0634\u0628\u0643\u0629 \u0623\u062b\u0646\u0627\u0621 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0628\u0646\u0627\u0621 \u0645\u0646 \u0633\u0637\u062d \u0627\u0644\u0647\u062c\u0648\u0645 \u0628\u062f\u0631\u062c\u0629 \u0643\u0628\u064a\u0631\u0629:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u062e\u0631\u0648\u062c (Egress filtering):<\/strong> \u0642\u064a\u0651\u062f \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0634\u0628\u0643\u064a \u0627\u0644\u0635\u0627\u062f\u0631 \u0645\u0646 runners \u0627\u0644\u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u0642\u0637 \u2014 \u0645\u0631\u0622\u0629 \u0633\u062c\u0644\u0651 \u0627\u0644\u062d\u0632\u0645 \u0644\u062f\u064a\u0643\u060c \u0648\u0633\u062c\u0644\u0651 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a\u060c \u0648\u0648\u0627\u062c\u0647\u0627\u062a API \u0627\u0644\u0645\u062d\u062f\u0651\u062f\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0644\u0628\u0646\u0627\u0621.<\/li>\n<li><strong>\u062a\u0635\u0641\u064a\u0629 DNS:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0636\u0648\u0627\u0628\u0637 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 DNS \u0644\u0645\u0646\u0639 \u0627\u0644\u0640 runners \u0645\u0646 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0637\u0627\u0642\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u0651\u062d \u0628\u0647\u0627\u060c \u0628\u0645\u0627 \u064a\u062d\u062c\u0628 \u062a\u0633\u0631\u064a\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0628\u0631 \u0623\u0646\u0641\u0627\u0642 DNS.<\/li>\n<li><strong>\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629:<\/strong> \u0636\u0639 \u0627\u0644\u0640 runners \u0641\u064a \u0634\u0628\u0643\u0627\u062a \u0641\u0631\u0639\u064a\u0629 \u062e\u0627\u0635\u0629 \u062f\u0648\u0646 \u0648\u0635\u0648\u0644 \u0645\u0628\u0627\u0634\u0631 \u0625\u0644\u0649 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a. \u0648\u062c\u0651\u0647 \u0627\u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0628\u0631 proxy \u0623\u0648 \u0628\u0648\u0627\u0628\u0629 NAT \u0645\u0632\u0648\u0651\u062f\u0629 \u0628\u0627\u0644\u062a\u0633\u062c\u064a\u0644.<\/li>\n<li><strong>\u0639\u0643\u0633 \u0627\u0644\u0633\u062c\u0644\u0651\u0627\u062a (Registry mirroring):<\/strong> \u062d\u0627\u0641\u0638 \u0639\u0644\u0649 \u0645\u0631\u0627\u064a\u0627 \u062f\u0627\u062e\u0644\u064a\u0629 \u0644\u0633\u062c\u0644\u0651\u0627\u062a \u0627\u0644\u062d\u0632\u0645 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629 (npm \u0648PyPI \u0648Maven Central \u0648Docker Hub) \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0634\u0628\u0643\u064a \u0627\u0644\u062e\u0627\u0631\u062c\u064a \u0648\u062a\u0648\u0641\u064a\u0631 \u0646\u0642\u0637\u0629 \u062a\u062d\u0643\u0645 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0645\u064f\u062d\u0643\u064e\u0645\u0629 (Hermetic Builds)<\/h3>\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u0642\u0635\u0648\u0649 \u0644\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0634\u0628\u0643\u0629 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0628\u0646\u0627\u0621 \u0647\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0645\u064f\u062d\u0643\u064e\u0645\u0629 (hermetic build) \u2014 \u0623\u064a \u0628\u0646\u0627\u0621 \u064a\u0646\u0639\u062f\u0645 \u0641\u064a\u0647 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0629 \u0648\u064a\u0639\u062a\u0645\u062f \u0643\u0644\u064a\u064b\u0627 \u0639\u0644\u0649 \u062a\u0628\u0639\u064a\u0627\u062a \u0645\u064f\u062c\u0644\u064e\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0648\u0645\u062a\u062d\u0642\u064e\u0651\u0642 \u0645\u0646\u0647\u0627. \u062a\u0648\u0641\u0651\u0631 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0645\u064f\u062d\u0643\u064e\u0645\u0629 \u0623\u0642\u0648\u0649 \u0636\u0645\u0627\u0646\u0629 \u0636\u062f \u0647\u062c\u0645\u0627\u062a \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f \u0623\u062b\u0646\u0627\u0621 \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0628\u0646\u0627\u0621\u060c \u0644\u0623\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0628\u0646\u0627\u0621 \u0644\u0627 \u064a\u0645\u0643\u0646\u0647\u0627 \u062a\u0646\u0632\u064a\u0644 \u062a\u0628\u0639\u064a\u0627\u062a \u063a\u064a\u0631 \u0645\u062a\u0648\u0642\u0639\u0629 \u0623\u0648 \u0645\u064f\u0644\u0627\u0639\u064e\u0628 \u0628\u0647\u0627.<\/p>\n\n<p class=\"wp-block-paragraph\">\u064a\u062a\u0636\u0645\u0651\u0646 \u062a\u0637\u0628\u064a\u0642 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0645\u064f\u062d\u0643\u064e\u0645\u0629 \u0639\u062f\u0629 \u062e\u0637\u0648\u0627\u062a:<\/p>\n\n<ol class=\"wp-block-list\">\n<li><strong>\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a \u0623\u0648 \u062c\u0644\u0628\u0647\u0627 \u0645\u0633\u0628\u0642\u064b\u0627:<\/strong> \u062a\u064f\u0646\u0632\u064e\u0651\u0644 \u062c\u0645\u064a\u0639 \u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a \u0648\u064a\u064f\u062a\u062d\u0642\u064e\u0651\u0642 \u0645\u0646\u0647\u0627 \u0641\u064a \u062e\u0637\u0648\u0629 \u0645\u0646\u0641\u0635\u0644\u0629 \u0648\u0645\u062f\u0642\u064e\u0651\u0642\u0629 \u0642\u0628\u0644 \u0628\u062f\u0621 \u0627\u0644\u0628\u0646\u0627\u0621.<\/li>\n<li><strong>\u0642\u0637\u0639 \u0627\u0644\u0634\u0628\u0643\u0629:<\/strong> \u062a\u0639\u0645\u0644 \u062e\u0637\u0648\u0629 \u0627\u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u062f\u0648\u0646 \u0623\u064a \u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0629 \u0639\u0644\u0649 \u0627\u0644\u0625\u0637\u0644\u0627\u0642 \u2014 \u0625\u0630 \u062a\u0643\u0648\u0646 \u0643\u0644 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0645\u062a\u0627\u062d\u0629 \u0645\u062d\u0644\u064a\u064b\u0627.<\/li>\n<li><strong>\u0628\u064a\u0626\u0627\u062a \u0628\u0646\u0627\u0621 \u0642\u0627\u0628\u0644\u0629 \u0644\u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c:<\/strong> \u062a\u064f\u062b\u0628\u064e\u0651\u062a \u0633\u0644\u0627\u0633\u0644 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0645\u062d\u062f\u0651\u062f\u0629 \u0648\u062a\u064f\u0648\u0632\u064e\u0651\u0639 \u0628\u0648\u0635\u0641\u0647\u0627 \u0635\u0648\u0631 \u062d\u0627\u0648\u064a\u0627\u062a \u0623\u0648 \u0644\u0642\u0637\u0627\u062a \u0622\u0644\u0627\u062a \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0645\u062a\u062d\u0642\u064e\u0651\u0642\u064b\u0627 \u0645\u0646\u0647\u0627.<\/li>\n<li><strong>\u062a\u062e\u0632\u064a\u0646 \u0645\u0639\u0646\u0648\u064e\u0646 \u0628\u0627\u0644\u0645\u062d\u062a\u0648\u0649:<\/strong> \u064a\u064f\u0634\u0627\u0631 \u0625\u0644\u0649 \u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a \u0628\u0628\u0635\u0645\u062a\u0647\u0627 \u0627\u0644\u062a\u0634\u0641\u064a\u0631\u064a\u0629 (hash)\u060c \u0644\u0627 \u0628\u0648\u0633\u0648\u0645 \u0625\u0635\u062f\u0627\u0631 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u063a\u064a\u064a\u0631.<\/li>\n<\/ol>\n\n<p class=\"wp-block-paragraph\">\u062a\u062f\u0639\u0645 \u0623\u0646\u0638\u0645\u0629 \u0628\u0646\u0627\u0621 \u0645\u062b\u0644 Bazel \u0648Buck2 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0645\u064f\u062d\u0643\u064e\u0645\u0629 \u0623\u0635\u0644\u064b\u0627. \u0623\u0645\u0627 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0641\u064a\u0645\u0643\u0646\u0643 \u0645\u0642\u0627\u0631\u0628\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0645\u064f\u062d\u0643\u064e\u0645\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0633\u064a\u0627\u0633\u0627\u062a \u0634\u0628\u0643\u0629 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062d\u0627\u0648\u064a\u0629 (\u0645\u062b\u0644 <code>NetworkPolicy<\/code> \u0641\u064a Kubernetes) \u0623\u0648 \u0642\u0648\u0627\u0639\u062f \u062c\u062f\u0627\u0631 \u062d\u0645\u0627\u064a\u0629 \u062a\u062d\u062c\u0628 \u0643\u0644 \u0627\u0644\u062e\u0631\u0648\u062c \u0623\u062b\u0646\u0627\u0621 \u062e\u0637\u0648\u0629 \u0627\u0644\u0628\u0646\u0627\u0621.<\/p>\n\n<h2 class=\"wp-block-heading\">\u0641\u0631\u0636 \u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a: \u0628\u0648\u0627\u0628\u0627\u062a \u0623\u0645\u0627\u0646 \u0622\u0644\u064a\u0629<\/h2>\n\n<p class=\"wp-block-paragraph\">\u0644\u0627 \u062a\u062a\u0648\u0633\u0651\u0639 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u064a\u062f\u0648\u064a\u0629 \u0628\u0645\u0627 \u064a\u0648\u0627\u0643\u0628 \u0633\u0631\u0639\u0629 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI\/CD \u0627\u0644\u062d\u062f\u064a\u062b\u0629. \u064a\u0624\u062a\u0645\u0650\u062a \u0641\u0631\u0636 \u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0639\u0628\u0631 \u062a\u062f\u0648\u064a\u0646 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0623\u0645\u0627\u0646 \u0641\u064a \u0645\u0624\u0633\u0633\u062a\u0643 \u0628\u0648\u0635\u0641\u0647\u0627 \u0633\u064a\u0627\u0633\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0642\u0631\u0627\u0621\u0629 \u0622\u0644\u064a\u064b\u0627 \u062a\u064f\u0642\u064a\u064e\u0651\u0645 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0641\u064a \u0643\u0644 \u0645\u0631\u062d\u0644\u0629 \u0645\u0646 \u0645\u0631\u0627\u062d\u0644 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628.<\/p>\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0633\u064a\u0627\u0633\u0629 \u0628\u0648\u0635\u0641\u0647\u0627 \u0634\u064a\u0641\u0631\u0629 \u0645\u0639 OPA \u0648Rego<\/h3>\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0632 <strong>Open Policy Agent (OPA)<\/strong> \u0648\u0644\u063a\u0629 \u0633\u064a\u0627\u0633\u0627\u062a\u0647 <strong>Rego<\/strong> \u0628\u0648\u0635\u0641\u0647\u0645\u0627 \u0627\u0644\u0645\u0639\u064a\u0627\u0631 \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u0633\u064a\u0627\u0633\u0629-\u0643\u0634\u064a\u0641\u0631\u0629 \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u0623\u0635\u0644. \u0648\u0641\u064a \u0633\u064a\u0627\u0642 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI\/CD\u060c \u064a\u0645\u0643\u0646 \u0644\u0640 OPA \u0641\u0631\u0636 \u0633\u064a\u0627\u0633\u0627\u062a \u0639\u0628\u0631 \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0633\u064a\u0627\u0633\u0627\u062a \u0635\u0648\u0631 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a:<\/strong> \u0636\u0645\u0627\u0646 \u0646\u0634\u0631 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0642\u0627\u062f\u0645\u0629 \u0645\u0646 \u0633\u062c\u0644\u0651\u0627\u062a \u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u0642\u0637\u060c \u0648\u062d\u062f\u0627\u062b\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u0648\u0639\u062f\u0645 \u062a\u0634\u063a\u064a\u0644 \u0623\u064a \u0635\u0648\u0631\u0629 \u0628\u0635\u0644\u0627\u062d\u064a\u0627\u062a \u0627\u0644\u062c\u0630\u0631 (root).<\/li>\n<li><strong>\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 manifests \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0640 Kubernetes:<\/strong> \u0627\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u062a\u062a\u0636\u0645\u0646 \u062d\u062f\u0648\u062f \u0645\u0648\u0627\u0631\u062f\u060c \u0648\u0633\u064a\u0627\u0642\u0627\u062a \u0623\u0645\u0627\u0646\u060c \u0648\u0633\u064a\u0627\u0633\u0627\u062a \u0634\u0628\u0643\u0629\u060c \u0648\u0627\u0644\u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629.<\/li>\n<li><strong>\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629-\u0643\u0634\u064a\u0641\u0631\u0629:<\/strong> \u0641\u062d\u0635 \u062e\u0637\u0637 Terraform \u0623\u0648 \u0642\u0648\u0627\u0644\u0628 CloudFormation \u0645\u0642\u0627\u0628\u0644 \u062e\u0637\u0648\u0637 \u0623\u0633\u0627\u0633 \u0623\u0645\u0646\u064a\u0629 \u0642\u0628\u0644 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a.<\/li>\n<li><strong>\u0633\u064a\u0627\u0633\u0627\u062a \u0625\u0639\u062f\u0627\u062f \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628:<\/strong> \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0623\u0646 \u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0640 workflow \u062a\u062a\u0636\u0645\u0646 \u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0623\u0645\u0627\u0646 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 (\u0627\u0644\u0641\u062d\u0635\u060c \u0627\u0644\u062a\u0648\u0642\u064a\u0639\u060c \u0628\u0648\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u0648\u0627\u0641\u0642\u0629) \u0642\u0628\u0644 \u0627\u0644\u0633\u0645\u0627\u062d \u0628\u0627\u0644\u062a\u0646\u0641\u064a\u0630.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">Conftest \u0644\u0641\u062d\u0648\u0635 \u0627\u0644\u0633\u064a\u0627\u0633\u0629 \u0627\u0644\u0623\u0635\u064a\u0644\u0629 \u0641\u064a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628<\/h3>\n\n<p class=\"wp-block-paragraph\"><strong>Conftest<\/strong> \u0623\u062f\u0627\u0629 \u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 OPA \u062a\u062c\u0639\u0644 \u062f\u0645\u062c \u0641\u062d\u0648\u0635 \u0627\u0644\u0633\u064a\u0627\u0633\u0629 \u0641\u064a \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI\/CD \u0623\u0645\u0631\u064b\u0627 \u0645\u0628\u0627\u0634\u0631\u064b\u0627. \u064a\u0633\u062a\u0637\u064a\u0639 Conftest \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u064a\u063a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0647\u064a\u0643\u0644\u0629 \u2014 YAML \u0648JSON \u0648HCL \u0648Dockerfile \u0648\u063a\u064a\u0631\u0647\u0627 \u2014 \u0645\u0642\u0627\u0628\u0644 \u0633\u064a\u0627\u0633\u0627\u062a Rego\u060c \u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0641\u062d\u0635 manifests \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0640 Kubernetes\u060c \u0648\u0625\u0639\u062f\u0627\u062f\u0627\u062a Terraform\u060c \u0648\u0645\u0644\u0641\u0627\u062a Dockerfile\u060c \u0648\u062a\u0639\u0631\u064a\u0641\u0627\u062a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0646\u0641\u0633\u0647\u0627.<\/p>\n\n<pre><code># Example Rego policy: Deny containers running as root\npackage main\n\ndeny[msg] {\n  input.kind == \"Deployment\"\n  container := input.spec.template.spec.containers[_]\n  not container.securityContext.runAsNonRoot\n  msg := sprintf(\"Container '%s' must set runAsNonRoot: true\", [container.name])\n}<\/code><\/pre>\n\n<p class=\"wp-block-paragraph\">\u0644\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u062f\u0644\u064a\u0644 \u0645\u0639\u0645\u0651\u0642 \u062d\u0648\u0644 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0633\u064a\u0627\u0633\u0629-\u0643\u0634\u064a\u0641\u0631\u0629 \u0641\u064a \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI\/CD \u0644\u062f\u064a\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 OPA \u0648Rego \u0648Conftest\u060c \u0631\u0627\u062c\u0639: <a href=\"https:\/\/secure-pipelines.com\/ar\/ci-cd-security\/policy-as-code-ci-cd-opa-rego-security-gates-2\/\">Policy as Code in CI\/CD: OPA, Rego, and Security Gates<\/a>.<\/p>\n\n<h3 class=\"wp-block-heading\">\u0641\u0631\u0636 \u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0637\u0628\u0642\u0627\u062a<\/h3>\n\n<p class=\"wp-block-paragraph\">\u064a\u0639\u0645\u0644 \u0641\u0631\u0636 \u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u0641\u0639\u0651\u0627\u0644 \u0639\u0644\u0649 \u0637\u0628\u0642\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u0627 \u0642\u0628\u0644 \u0627\u0644\u0640 commit:<\/strong> \u0627\u0639\u062a\u0631\u0627\u0636 \u0627\u0646\u062a\u0647\u0627\u0643\u0627\u062a \u0627\u0644\u0633\u064a\u0627\u0633\u0629 \u0642\u0628\u0644 \u062f\u062e\u0648\u0644 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639 (\u0623\u062f\u0648\u0627\u062a linters \u0648formatters \u0648\u0645\u0627\u0633\u062d\u0627\u062a \u0627\u0644\u0623\u0633\u0631\u0627\u0631).<\/li>\n<li><strong>\u0628\u0648\u0627\u0628\u0627\u062a \u0627\u0644\u0640 pull request:<\/strong> \u062a\u0634\u063a\u064a\u0644 \u0641\u062d\u0648\u0635 \u0627\u0644\u0633\u064a\u0627\u0633\u0629 \u0628\u0648\u0635\u0641\u0647\u0627 \u0641\u062d\u0648\u0635 \u062d\u0627\u0644\u0629 \u0645\u0637\u0644\u0648\u0628\u0629 \u064a\u062c\u0628 \u0627\u062c\u062a\u064a\u0627\u0632\u0647\u0627 \u0642\u0628\u0644 \u0627\u0644\u062f\u0645\u062c.<\/li>\n<li><strong>\u0627\u0644\u062a\u062d\u0642\u0642 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0628\u0646\u0627\u0621:<\/strong> \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0640 artifacts \u0648\u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0648\u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a \u0623\u062b\u0646\u0627\u0621 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0628\u0646\u0627\u0621.<\/li>\n<li><strong>\u0627\u0644\u0642\u0628\u0648\u0644 \u0642\u0628\u0644 \u0627\u0644\u0646\u0634\u0631:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0642\u0628\u0648\u0644 Kubernetes (Gatekeeper \u0648Kyverno) \u0628\u0648\u0635\u0641\u0647\u0627 \u0646\u0642\u0637\u0629 \u0641\u0631\u0636 \u0623\u062e\u064a\u0631\u0629 \u0642\u0628\u0644 \u0648\u0635\u0648\u0644 \u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0639\u0645\u0644 \u0625\u0644\u0649 \u0627\u0644\u0639\u0646\u0642\u0648\u062f.<\/li>\n<li><strong>\u0627\u0644\u0641\u0631\u0636 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u0634\u063a\u064a\u0644:<\/strong> \u0645\u0631\u0627\u0642\u0628\u0629 \u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0639\u0645\u0644 \u0642\u064a\u062f \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0628\u062d\u062b\u064b\u0627 \u0639\u0646 \u0627\u0646\u062d\u0631\u0627\u0641 \u0639\u0646 \u0627\u0644\u0633\u064a\u0627\u0633\u0629 \u0648\u0627\u0644\u062a\u0646\u0628\u064a\u0647 \u0623\u0648 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">\u0636\u0648\u0627\u0628\u0637 \u0627\u0644\u0646\u0634\u0631: \u062d\u0645\u0627\u064a\u0629 \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c<\/h2>\n\n<p class=\"wp-block-paragraph\">\u062a\u0645\u062b\u0651\u0644 \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0646\u0642\u0637\u0629 \u0627\u0644\u062a\u064a \u062a\u0624\u062b\u0651\u0631 \u0641\u064a\u0647\u0627 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0648\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u064a\u0646. \u062a\u064f\u0639\u062f\u0651 \u062a\u0642\u0648\u064a\u0629 \u0636\u0648\u0627\u0628\u0637 \u0627\u0644\u0646\u0634\u0631 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0645\u0646\u0639 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u0651\u062d \u0628\u0647\u0627\u060c \u0648\u0627\u0644\u062d\u062f\u0651 \u0645\u0646 \u0646\u0637\u0627\u0642 \u0627\u0644\u0627\u0646\u0641\u062c\u0627\u0631\u060c \u0648\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062a\u0639\u0627\u0641\u064a \u0627\u0644\u0633\u0631\u064a\u0639 \u0645\u0646 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a.<\/p>\n\n<h3 class=\"wp-block-heading\">\u0628\u0648\u0627\u0628\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u0629 \u0648\u0627\u0644\u0645\u0648\u0627\u0641\u0642\u0627\u062a<\/h3>\n\n<p class=\"wp-block-paragraph\">\u062a\u0646\u0634\u0626 \u0642\u0648\u0627\u0639\u062f \u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0626\u0629 \u0646\u0642\u0627\u0637 \u062a\u0641\u062a\u064a\u0634 \u0625\u0644\u0632\u0627\u0645\u064a\u0629 \u0642\u0628\u0644 \u0623\u0646 \u062a\u062a\u0645\u0643\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0645\u0646 \u0627\u0644\u0645\u0636\u064a:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0648\u0646 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0648\u0646:<\/strong> \u062d\u062f\u0651\u062f \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0623\u0648 \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u0630\u064a\u0646 \u064a\u062c\u0628 \u0623\u0646 \u064a\u0648\u0627\u0641\u0642\u0648\u0627 \u0639\u0644\u0649 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629 (\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u060c \u0627\u0644\u0625\u0646\u062a\u0627\u062c).<\/li>\n<li><strong>\u0645\u0624\u0642\u062a\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0638\u0627\u0631:<\/strong> \u0623\u062f\u062e\u0650\u0644 \u062a\u0623\u062e\u064a\u0631\u0627\u062a \u0625\u0644\u0632\u0627\u0645\u064a\u0629 \u0642\u0628\u0644 \u062a\u0646\u0641\u064a\u0630 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631\u060c \u0628\u0645\u0627 \u064a\u0648\u0641\u0651\u0631 \u0646\u0627\u0641\u0630\u0629 \u0644\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0648\u0627\u0644\u062a\u062f\u062e\u0644.<\/li>\n<li><strong>\u0642\u064a\u0648\u062f \u0627\u0644\u0641\u0631\u0648\u0639:<\/strong> \u062d\u062f\u0651\u062f \u0627\u0644\u0641\u0631\u0648\u0639 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0647\u0627 \u0625\u0637\u0644\u0627\u0642 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0625\u0644\u0649 \u0628\u064a\u0626\u0627\u062a \u0628\u0639\u064a\u0646\u0647\u0627 \u2014 \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0644\u0627 \u064a\u0645\u0643\u0646 \u0633\u0648\u0649 \u0644\u0644\u0641\u0631\u0639 <code>main<\/code> \u0627\u0644\u0646\u0634\u0631 \u0641\u064a \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/li>\n<li><strong>\u0646\u0648\u0627\u0641\u0630 \u0627\u0644\u0646\u0634\u0631:<\/strong> \u0642\u064a\u0651\u062f \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0628\u0646\u0648\u0627\u0641\u0630 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629\u060c \u0628\u0645\u0627 \u064a\u0645\u0646\u0639 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0623\u062b\u0646\u0627\u0621 \u0630\u0631\u0648\u0629 \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0623\u0648 \u062e\u0627\u0631\u062c \u0633\u0627\u0639\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u062d\u064a\u0646 \u062a\u0643\u0648\u0646 \u0637\u0627\u0642\u0629 \u0627\u0644\u062f\u0639\u0645 \u0645\u062d\u062f\u0648\u062f\u0629.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">GitOps: \u0639\u0645\u0644\u064a\u0627\u062a \u0646\u0634\u0631 \u062a\u0635\u0631\u064a\u062d\u064a\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062f\u0642\u064a\u0642<\/h3>\n\n<p class=\"wp-block-paragraph\">\u064a\u0631\u0641\u0639 GitOps \u0645\u0643\u0627\u0646\u0629 Git \u0625\u0644\u0649 \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0648\u062d\u064a\u062f \u0644\u0644\u062d\u0642\u064a\u0642\u0629 \u0628\u0634\u0623\u0646 \u062d\u0627\u0644\u0629 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642. \u064a\u0648\u0641\u0651\u0631 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0646\u0634\u0631 \u0628\u0623\u0633\u0644\u0648\u0628 GitOps \u0641\u0648\u0627\u0626\u062f \u062a\u0642\u0648\u064a\u0629 \u0642\u0648\u064a\u0629:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0633\u062c\u0644\u0651 \u062a\u062f\u0642\u064a\u0642 \u0643\u0627\u0645\u0644:<\/strong> \u0643\u0644 \u062a\u063a\u064a\u064a\u0631 \u0641\u064a \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0645\u0631\u063a\u0648\u0628\u0629 \u0647\u0648 commit \u0641\u064a Git\u060c \u0645\u0627 \u064a\u0648\u0641\u0651\u0631 \u0633\u062c\u0644\u064b\u0651\u0627 \u063a\u064a\u0631 \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u063a\u064a\u064a\u0631 \u0644\u0645\u0646 \u063a\u064a\u0651\u0631 \u0645\u0627\u0630\u0627 \u0648\u0645\u062a\u0649 \u0648\u0644\u0645\u0627\u0630\u0627.<\/li>\n<li><strong>\u0646\u0634\u0631 \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0628 (Pull-based):<\/strong> \u064a\u0633\u062d\u0628 \u0639\u0645\u064a\u0644 \u0627\u0644\u0646\u0634\u0631 (\u0645\u062b\u0644 Argo CD \u0623\u0648 Flux) \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0645\u0631\u063a\u0648\u0628\u0629 \u0645\u0646 Git \u0648\u064a\u0648\u0641\u0651\u0642 \u062d\u0627\u0644\u0629 \u0627\u0644\u0639\u0646\u0642\u0648\u062f \u0645\u0639\u0647\u0627\u060c \u0645\u0627 \u064a\u0644\u063a\u064a \u062d\u0627\u062c\u0629 \u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI \u0625\u0644\u0649 \u062d\u0645\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0639\u0646\u0642\u0648\u062f.<\/li>\n<li><strong>\u0643\u0634\u0641 \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641:<\/strong> \u062a\u0642\u0627\u0631\u0646 \u0648\u062d\u062f\u0627\u062a \u062a\u062d\u0643\u0645 GitOps \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0628\u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0645\u0631\u063a\u0648\u0628\u0629 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u060c \u0641\u062a\u0643\u0634\u0641 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0627\u0644\u064a\u062f\u0648\u064a\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u0651\u062d \u0628\u0647\u0627 \u0648\u062a\u0646\u0628\u0651\u0647 \u0625\u0644\u064a\u0647\u0627 (\u0623\u0648 \u062a\u0639\u0643\u0633\u0647\u0627).<\/li>\n<li><strong>\u0628\u0633\u0627\u0637\u0629 \u0627\u0644\u062a\u0631\u0627\u062c\u0639:<\/strong> \u0627\u0644\u062a\u0631\u0627\u062c\u0639 \u0639\u0646 \u0639\u0645\u0644\u064a\u0629 \u0646\u0634\u0631 \u064a\u0643\u0648\u0646 \u0628\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0631\u0627\u062c\u0639 \u0639\u0646 commit \u0641\u064a Git \u2014 \u0625\u0630 \u062a\u0648\u0641\u0651\u0642 \u0648\u062d\u062f\u0629 \u062a\u062d\u0643\u0645 GitOps \u0627\u0644\u062d\u0627\u0644\u0629 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0645\u0639 \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0633\u0627\u0628\u0642\u0629.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u062a\u062f\u0631\u064a\u062c\u064a: \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0643\u0646\u0627\u0631\u064a \u0648\u0627\u0644\u0623\u0632\u0631\u0642-\u0627\u0644\u0623\u062e\u0636\u0631<\/h3>\n\n<p class=\"wp-block-paragraph\">\u062a\u062d\u062f\u0651 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u062a\u062f\u0631\u064a\u062c\u064a \u0645\u0646 \u0646\u0637\u0627\u0642 \u0627\u0646\u0641\u062c\u0627\u0631 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0639\u0628\u0631 \u062a\u0639\u0631\u064a\u0636 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0644\u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u062a\u062f\u0631\u064a\u062c\u064a\u064b\u0627:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0643\u0646\u0627\u0631\u064a (Canary):<\/strong> \u0648\u062c\u0651\u0647 \u0646\u0633\u0628\u0629 \u0635\u063a\u064a\u0631\u0629 \u0645\u0646 \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 (\u0645\u062b\u0644 5%) \u0625\u0644\u0649 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u062c\u062f\u064a\u062f \u0645\u0639 \u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0639\u062f\u0644\u0627\u062a \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0627\u0644\u0643\u0645\u0648\u0646 \u0648\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0639\u0645\u0644. \u062a\u0631\u0627\u062c\u064e\u0639 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0625\u0630\u0627 \u0627\u0643\u062a\u064f\u0634\u0641\u062a \u0634\u0630\u0648\u0630\u0627\u062a.<\/li>\n<li><strong>\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0623\u0632\u0631\u0642-\u0627\u0644\u0623\u062e\u0636\u0631 (Blue-green):<\/strong> \u0627\u062d\u062a\u0641\u0638 \u0628\u0628\u064a\u0626\u062a\u064e\u064a \u0625\u0646\u062a\u0627\u062c \u0645\u062a\u0637\u0627\u0628\u0642\u062a\u064a\u0646. \u0627\u0646\u0634\u0631 \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0629 \u063a\u064a\u0631 \u0627\u0644\u0646\u0634\u0637\u0629\u060c \u0648\u062a\u062d\u0642\u0651\u0642\u060c \u062b\u0645 \u0628\u062f\u0651\u0644 \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631. \u062a\u0628\u0642\u0649 \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0645\u062a\u0627\u062d\u0629 \u0644\u0644\u062a\u0631\u0627\u062c\u0639 \u0627\u0644\u0641\u0648\u0631\u064a.<\/li>\n<li><strong>\u0623\u0639\u0644\u0627\u0645 \u0627\u0644\u0645\u064a\u0632\u0627\u062a (Feature flags):<\/strong> \u0627\u0641\u0635\u0644 \u0627\u0644\u0646\u0634\u0631 \u0639\u0646 \u0627\u0644\u0625\u0637\u0644\u0627\u0642 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0639\u0644\u0627\u0645 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0644\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0631\u0648\u0646 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u062c\u062f\u064a\u062f\u0629. \u064a\u062a\u064a\u062d \u0647\u0630\u0627 \u0646\u0634\u0631 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0641\u064a \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u062f\u0648\u0646 \u062a\u0641\u0639\u064a\u0644\u0647\u0627 \u0625\u0644\u0649 \u0623\u0646 \u062a\u062b\u0642 \u0628\u0623\u0646\u0647\u0627 \u062a\u0639\u0645\u0644 \u0628\u0635\u0648\u0631\u0629 \u0635\u062d\u064a\u062d\u0629.<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">\u062a\u0648\u0641\u0651\u0631 \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 Argo Rollouts \u0648Flagger \u0648Istio \u0642\u062f\u0631\u0627\u062a \u062a\u0633\u0644\u064a\u0645 \u062a\u062f\u0631\u064a\u062c\u064a \u0622\u0644\u064a\u0629 \u062a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI\/CD \u0644\u062f\u064a\u0643 \u0644\u0641\u0631\u0636 \u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0646\u0634\u0631 \u0622\u0645\u0646\u0629.<\/p>\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u0627\u0644\u0643\u0634\u0641<\/h2>\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u062a\u0642\u0648\u064a\u0629 \u0644\u064a\u0633\u062a \u0648\u0642\u0627\u064a\u0629\u064b \u0641\u062d\u0633\u0628 \u2014 \u0628\u0644 \u062a\u062a\u0637\u0644\u0628 \u0623\u064a\u0636\u064b\u0627 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0643\u0634\u0641 \u0627\u0644\u0634\u0630\u0648\u0630\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u062d\u0642\u064a\u0642 \u0641\u064a \u0627\u0644\u062d\u0648\u0627\u062f\u062b\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u0647\u062f\u0641 \u0628\u0646\u064a\u0629 \u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628\u0643 \u0627\u0644\u062a\u062d\u062a\u064a\u0629. \u062a\u064f\u063a\u0644\u0642 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u062d\u0644\u0642\u0629 \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629\u060c \u0628\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u062a\u062f\u0627\u0628\u064a\u0631 \u0627\u0644\u062a\u0642\u0648\u064a\u0629 \u0644\u062f\u064a\u0643 \u062a\u0639\u0645\u0644 \u0648\u064a\u0646\u0628\u0651\u0647\u0643 \u0639\u0646\u062f\u0645\u0627 \u0644\u0627 \u062a\u0639\u0645\u0644.<\/p>\n\n<h3 class=\"wp-block-heading\">\u062a\u0633\u062c\u064a\u0644 \u062a\u062f\u0642\u064a\u0642 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628<\/h3>\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u062a\u0642\u0637 \u0633\u062c\u0644\u0651\u0627\u062a \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0645\u0646 \u0643\u0644 \u0645\u0643\u0648\u0651\u0646 \u0641\u064a \u0628\u0646\u064a\u0629 CI\/CD \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u062f\u064a\u0643 \u0648\u0645\u0631\u0643\u0632\u0647\u0627:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0633\u062c\u0644\u0651\u0627\u062a \u062a\u0646\u0641\u064a\u0630 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628:<\/strong> \u0645\u0646 \u0623\u0637\u0644\u0642 \u0643\u0644 \u062a\u0634\u063a\u064a\u0644 \u0644\u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628\u060c \u0648\u0623\u064a \u0641\u0631\u0639\u060c \u0648\u0623\u064a commit\u060c \u0648\u0623\u064a \u0645\u062f\u062e\u0644\u0627\u062a \u0642\u064f\u062f\u0651\u0645\u062a.<\/li>\n<li><strong>\u0633\u062c\u0644\u0651\u0627\u062a \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0623\u0633\u0631\u0627\u0631:<\/strong> \u064a\u062c\u0628 \u062a\u0633\u062c\u064a\u0644 \u0643\u0644 \u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0645\u062f\u064a\u0631\u064a \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0645\u0639 \u0627\u0644\u0647\u0648\u064a\u0629 \u0627\u0644\u0637\u0627\u0644\u0628\u0629 \u0648\u0627\u0644\u0637\u0627\u0628\u0639 \u0627\u0644\u0632\u0645\u0646\u064a \u0648\u0627\u0644\u0633\u0631\u0651 \u0627\u0644\u0645\u062d\u062f\u062f \u0627\u0644\u0630\u064a \u062c\u0631\u0649 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647.<\/li>\n<li><strong>\u0633\u062c\u0644\u0651\u0627\u062a \u0627\u0644\u0646\u0634\u0631:<\/strong> \u0633\u062c\u0651\u0644 \u0643\u0644 \u062d\u062f\u062b \u0646\u0634\u0631 \u0645\u0639 \u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0640 artifact \u0648\u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641\u0629 \u0648\u0627\u0644\u0645\u0648\u0627\u0641\u0650\u0642\u064a\u0646 \u0648\u0627\u0644\u0646\u062a\u064a\u062c\u0629.<\/li>\n<li><strong>\u0633\u062c\u0644\u0651\u0627\u062a \u062a\u063a\u064a\u064a\u0631 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a:<\/strong> \u062a\u062a\u0628\u0651\u0639 \u0627\u0644\u062a\u0639\u062f\u064a\u0644\u0627\u062a \u0639\u0644\u0649 \u062a\u0639\u0631\u064a\u0641\u0627\u062a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628\u060c \u0648\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0640 runner\u060c \u0648\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u0629.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u0643\u0634\u0641 \u0627\u0644\u0634\u0630\u0648\u0630<\/h3>\n\n<p class=\"wp-block-paragraph\">\u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u062a\u0633\u062c\u064a\u0644\u060c \u0637\u0628\u0651\u0642 \u0643\u0634\u0641\u064b\u0627 \u0646\u0634\u0637\u064b\u0627 \u0644\u0644\u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0631\u064a\u0628 \u0641\u064a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0623\u0646\u0645\u0627\u0637 build \u063a\u064a\u0631 \u0645\u0639\u062a\u0627\u062f\u0629:<\/strong> \u0639\u0645\u0644\u064a\u0627\u062a build \u062a\u064f\u0637\u0644\u064e\u0642 \u0641\u064a \u0623\u0648\u0642\u0627\u062a \u063a\u064a\u0631 \u0645\u0639\u062a\u0627\u062f\u0629\u060c \u0623\u0648 \u0645\u0646 \u0641\u0631\u0648\u0639 \u063a\u064a\u0631 \u0645\u062a\u0648\u0642\u0639\u0629\u060c \u0623\u0648 \u0645\u0646 \u062d\u0633\u0627\u0628\u0627\u062a \u0646\u0634\u0637\u0629 \u0639\u0644\u0649 \u0646\u062d\u0648 \u063a\u064a\u0631 \u0645\u0623\u0644\u0648\u0641.<\/li>\n<li><strong>\u0634\u0630\u0648\u0630\u0627\u062a \u0627\u0644\u0645\u0648\u0627\u0631\u062f:<\/strong> \u0639\u0645\u0644\u064a\u0627\u062a build \u062a\u0633\u062a\u0647\u0644\u0643 \u0643\u0645\u064a\u0627\u062a \u063a\u064a\u0631 \u0645\u0639\u062a\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0645\u0639\u0627\u0644\u062c \u0623\u0648 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0623\u0648 \u0639\u0631\u0636 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u0634\u0628\u0643\u064a \u0642\u062f \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u062a\u0639\u062f\u064a\u0646 \u0644\u0644\u0639\u0645\u0644\u0627\u062a \u0627\u0644\u0645\u0634\u0641\u0651\u0631\u0629 \u0623\u0648 \u062a\u0633\u0631\u064a\u0628 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<li><strong>\u062a\u063a\u064a\u0651\u0631\u0627\u062a \u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a:<\/strong> \u062a\u063a\u064a\u0651\u0631\u0627\u062a \u063a\u064a\u0631 \u0645\u062a\u0648\u0642\u0639\u0629 \u0641\u064a \u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a \u0627\u0644\u0645\u064f\u062d\u0644\u064e\u0651\u0644\u0629\u060c \u0623\u0648 \u062a\u0628\u0639\u064a\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062c\u0647\u0648\u0644\u0629\u060c \u0623\u0648 \u062a\u0628\u0639\u064a\u0627\u062a \u0645\u0633\u062d\u0648\u0628\u0629 \u0645\u0646 \u0633\u062c\u0644\u0651\u0627\u062a \u063a\u064a\u0631 \u0645\u0639\u062a\u0627\u062f\u0629.<\/li>\n<li><strong>\u0641\u062d\u0648\u0635 \u0627\u0644\u0633\u064a\u0627\u0633\u0629 \u0627\u0644\u0641\u0627\u0634\u0644\u0629:<\/strong> \u0627\u0631\u062a\u0641\u0627\u0639 \u0645\u0641\u0627\u062c\u0626 \u0641\u064a \u0627\u0646\u062a\u0647\u0627\u0643\u0627\u062a \u0627\u0644\u0633\u064a\u0627\u0633\u0629 \u0642\u062f \u064a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0645\u062d\u0627\u0648\u0644\u0629 \u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u0636\u0648\u0627\u0628\u0637 \u0627\u0644\u0623\u0645\u0646\u064a\u0629.<\/li>\n<li><strong>\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0623\u0633\u0631\u0627\u0631:<\/strong> \u0623\u0633\u0631\u0627\u0631 \u062c\u0631\u0649 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627 \u062e\u0627\u0631\u062c \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0640 build \u0627\u0644\u0639\u0627\u062f\u064a\u0629 \u0623\u0648 \u0645\u0646 \u0645\u0631\u0627\u062d\u0644 \u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u063a\u064a\u0631 \u0645\u062a\u0648\u0642\u0639\u0629.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a<\/h3>\n\n<p class=\"wp-block-paragraph\">\u062a\u062a\u0628\u0651\u0639 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062f\u0644 \u0639\u0644\u0649 \u0635\u062d\u0629 \u0628\u0646\u064a\u0629 \u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628\u0643 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u0648\u0636\u0639\u0647\u0627 \u0627\u0644\u0623\u0645\u0646\u064a:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>\u0646\u0633\u0628\u0629 \u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 runners \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u0632\u0648\u0627\u0644<\/li>\n<li>\u0639\u062f\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0639\u0645\u0631 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0645\u0635\u0627\u062f\u0642\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 OIDC<\/li>\n<li>\u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0632\u0645\u0646 \u0627\u0644\u0644\u0627\u0632\u0645 \u0644\u062a\u062f\u0648\u064a\u0631 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0627\u0644\u0645\u062e\u062a\u0631\u064e\u0642\u0629<\/li>\n<li>\u0645\u0639\u062f\u0644 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0639\u0628\u0631 \u062c\u0645\u064a\u0639 \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0634\u063a\u064a\u0644 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628<\/li>\n<li>\u0646\u0633\u0628\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u062a\u062f\u0631\u064a\u062c\u064a<\/li>\n<li>\u0639\u062f\u062f \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0645\u0646 \u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u0641\u062d\u0635 \u0641\u064a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">\u062e\u0627\u0631\u0637\u0629 \u0637\u0631\u064a\u0642 \u0627\u0644\u062a\u0637\u0628\u064a\u0642<\/h2>\n\n<p class=\"wp-block-paragraph\">\u062a\u0642\u0648\u064a\u0629 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0631\u062d\u0644\u0629\u060c \u0644\u0627 \u0645\u0634\u0631\u0648\u0639\u064b\u0627 \u0644\u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629. \u064a\u0646\u0628\u063a\u064a \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0623\u0646 \u062a\u062a\u0628\u0646\u0651\u0649 \u0646\u0647\u062c\u064b\u0627 \u062a\u062f\u0631\u064a\u062c\u064a\u064b\u0627\u060c \u0628\u062a\u0631\u062a\u064a\u0628 \u0623\u0648\u0644\u0648\u064a\u0627\u062a \u0627\u0644\u0636\u0648\u0627\u0628\u0637 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u062a\u0639\u0642\u064a\u062f \u0627\u0644\u062a\u0637\u0628\u064a\u0642. \u062a\u0648\u0641\u0651\u0631 \u062e\u0627\u0631\u0637\u0629 \u0627\u0644\u0637\u0631\u064a\u0642 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u062a\u0633\u0644\u0633\u0644\u064b\u0627 \u0639\u0645\u0644\u064a\u064b\u0627 \u0644\u0625\u0646\u0636\u0627\u062c \u0648\u0636\u0639 \u0623\u0645\u0627\u0646 \u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628\u0643.<\/p>\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0631\u062d\u0644\u0629 1: \u0627\u0644\u0623\u0633\u0627\u0633 (\u0627\u0644\u0623\u0633\u0627\u0628\u064a\u0639 1-4)<\/h3>\n\n<ul class=\"wp-block-list\">\n<li>\u062f\u0642\u0651\u0642 \u0635\u0644\u0627\u062d\u064a\u0627\u062a \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0648\u0642\u0644\u0651\u0635\u0647\u0627 \u0625\u0644\u0649 \u0627\u0644\u0627\u0645\u062a\u064a\u0627\u0632 \u0627\u0644\u0623\u062f\u0646\u0649.<\/li>\n<li>\u0641\u0639\u0651\u0644 \u0648\u0627\u0641\u0631\u0650\u0636 \u062a\u062d\u062f\u064a\u062f \u0646\u0637\u0627\u0642 \u0627\u0644\u0640 token (\u0645\u062b\u0644 \u0643\u062a\u0644 <code>permissions:<\/code> \u0627\u0644\u062a\u0642\u064a\u064a\u062f\u064a\u0629 \u0641\u064a GitHub Actions).<\/li>\n<li>\u0637\u0628\u0651\u0642 \u0641\u062d\u0635 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0641\u064a \u062e\u0637\u0627\u0641\u0627\u062a \u0645\u0627 \u0642\u0628\u0644 \u0627\u0644\u0640 commit \u0648\u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI.<\/li>\n<li>\u0627\u062d\u0635\u0631 \u0643\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0639\u0645\u0631 \u0648\u0623\u0646\u0634\u0626 \u062e\u0637\u0629 \u0627\u0646\u062a\u0642\u0627\u0644 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u0642\u0635\u064a\u0631\u0629 \u0627\u0644\u0639\u0645\u0631.<\/li>\n<li>\u0641\u0639\u0651\u0644 \u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0646\u0641\u064a\u0630 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0648\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0623\u0633\u0631\u0627\u0631.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0631\u062d\u0644\u0629 2: \u0627\u0644\u0639\u0632\u0644 \u0648\u0627\u0644\u0623\u0633\u0631\u0627\u0631 (\u0627\u0644\u0623\u0633\u0627\u0628\u064a\u0639 5-8)<\/h3>\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 runners \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u0632\u0648\u0627\u0644 (ARC \u0644\u0628\u064a\u0626\u0627\u062a Kubernetes\u060c \u0623\u0648 \u0645\u0627 \u064a\u0639\u0627\u062f\u0644\u0647 \u0644\u0645\u0646\u0635\u0651\u062a\u0643).<\/li>\n<li>\u0637\u0628\u0651\u0642 \u0627\u062a\u062d\u0627\u062f OIDC \u0644\u0645\u0635\u0627\u062f\u0642\u0629 \u0645\u0632\u0648\u0651\u062f \u0627\u0644\u0633\u062d\u0627\u0628\u0629\u060c \u0645\u0644\u063a\u064a\u064b\u0627 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u062b\u0627\u0628\u062a\u0629.<\/li>\n<li>\u0623\u0646\u0634\u0626 \u0645\u062c\u0645\u0648\u0639\u0627\u062a runner \u0645\u0646\u0641\u0635\u0644\u0629 \u0644\u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0639\u0645\u0644 \u063a\u064a\u0631 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u0629 (\u0645\u062b\u0644 pull requests \u0645\u0646 forks).<\/li>\n<li>\u0627\u062f\u0645\u062c \u0625\u062f\u0627\u0631\u0629 \u0623\u0633\u0631\u0627\u0631 \u062e\u0627\u0631\u062c\u064a\u0629 (Vault\u060c \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u0623\u0635\u0644) \u0645\u0639 \u0627\u0644\u062d\u0642\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u062a\u0645\u0627\u0645\u064b\u0627.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0631\u062d\u0644\u0629 3: \u0627\u0644\u0633\u064a\u0627\u0633\u0629 \u0648\u0636\u0648\u0627\u0628\u0637 \u0627\u0644\u0634\u0628\u0643\u0629 (\u0627\u0644\u0623\u0633\u0627\u0628\u064a\u0639 9-12)<\/h3>\n\n<ul class=\"wp-block-list\">\n<li>\u0637\u0628\u0651\u0642 \u0641\u062d\u0648\u0635 \u0627\u0644\u0633\u064a\u0627\u0633\u0629-\u0643\u0634\u064a\u0641\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 OPA\/Conftest \u0644\u0640 manifests \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0640 Kubernetes\u060c \u0648\u062e\u0637\u0637 Terraform\u060c \u0648\u0645\u0644\u0641\u0627\u062a Dockerfile.<\/li>\n<li>\u0627\u0646\u0634\u0631 \u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u062e\u0631\u0648\u062c \u0648\u0642\u064a\u0648\u062f \u0627\u0644\u0634\u0628\u0643\u0629 \u0644\u0640 runners \u0627\u0644\u0628\u0646\u0627\u0621.<\/li>\n<li>\u0623\u0636\u0641 \u0641\u062d\u0648\u0635 \u062d\u0627\u0644\u0629 \u0645\u0637\u0644\u0648\u0628\u0629 \u0644\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u0633\u064a\u0627\u0633\u0629 \u0639\u0644\u0649 pull requests.<\/li>\n<li>\u0627\u0628\u062f\u0623 \u0628\u062a\u0642\u064a\u064a\u0645 \u0648\u062a\u0637\u0628\u064a\u0642 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0645\u064f\u062d\u0643\u064e\u0645\u0629 \u0644\u0644\u0645\u0643\u0648\u0651\u0646\u0627\u062a \u0627\u0644\u062d\u0631\u062c\u0629.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0631\u062d\u0644\u0629 4: \u062a\u0642\u0648\u064a\u0629 \u0627\u0644\u0646\u0634\u0631 (\u0627\u0644\u0623\u0633\u0627\u0628\u064a\u0639 13-16)<\/h3>\n\n<ul class=\"wp-block-list\">\n<li>\u0637\u0628\u0651\u0642 \u0642\u0648\u0627\u0639\u062f \u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0626\u0629 \u0645\u0639 \u0627\u0644\u0645\u0648\u0627\u0641\u0642\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0648\u0642\u064a\u0648\u062f \u0627\u0644\u0641\u0631\u0648\u0639.<\/li>\n<li>\u062a\u0628\u0646\u064e\u0651 GitOps \u0644\u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0646\u0634\u0631\u060c \u0646\u0627\u0642\u0644\u064b\u0627 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0639\u0646\u0642\u0648\u062f \u062e\u0627\u0631\u062c \u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI.<\/li>\n<li>\u0627\u0646\u0634\u0631 \u0627\u0644\u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u062a\u062f\u0631\u064a\u062c\u064a (\u0627\u0644\u0643\u0646\u0627\u0631\u064a \u0623\u0648 \u0627\u0644\u0623\u0632\u0631\u0642-\u0627\u0644\u0623\u062e\u0636\u0631) \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0646\u0634\u0631 \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/li>\n<li>\u0637\u0628\u0651\u0642 \u062a\u0648\u0642\u064a\u0639 \u0627\u0644\u0640 artifacts \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627 \u0639\u0628\u0631 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0645\u0646 \u0627\u0644\u0628\u0646\u0627\u0621 \u0625\u0644\u0649 \u0627\u0644\u0646\u0634\u0631.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0631\u062d\u0644\u0629 5: \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 (\u0645\u0633\u062a\u0645\u0631\u0629)<\/h3>\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0646\u0634\u0631 \u0643\u0634\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 \u0644\u0633\u0644\u0648\u0643 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628.<\/li>\n<li>\u0627\u0628\u0646\u0650 \u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0623\u0645\u0646\u064a\u0629 \u062a\u062a\u062a\u0628\u0651\u0639 \u0645\u0642\u0627\u064a\u064a\u0633 \u0623\u0645\u0627\u0646 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629.<\/li>\n<li>\u0623\u062c\u0631\u0650 \u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0623\u0645\u0646\u064a\u0629 \u062f\u0648\u0631\u064a\u0629 \u0644\u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0648\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u062e\u062a\u0631\u0627\u0642.<\/li>\n<li>\u0631\u0627\u062c\u0650\u0639 \u0648\u062d\u062f\u0651\u062b \u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0648\u0627\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u0645\u0633\u062a\u0641\u0627\u062f\u0629.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">\u0645\u062e\u062a\u0628\u0631\u0627\u062a \u062a\u0637\u0628\u064a\u0642\u064a\u0629<\/h2>\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0646\u0638\u0631\u064a\u0629 \u0623\u0633\u0627\u0633\u064a\u0629\u060c \u0644\u0643\u0646 \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0647\u064a \u0645\u0627 \u064a\u0635\u0646\u0639 \u0627\u0644\u0641\u0627\u0631\u0642. \u062a\u062a\u064a\u062d \u0644\u0643 \u0627\u0644\u0645\u062e\u062a\u0628\u0631\u0627\u062a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u062a\u0637\u0628\u064a\u0642 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0642\u0648\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u063a\u0637\u0651\u064a\u0647\u0627 \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0648\u0627\u0642\u0639\u064a\u0629:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/secure-pipelines.com\/ar\/ci-cd-security\/lab-ephemeral-self-hosted-runners-actions-runner-controller\/\"><strong>Ephemeral Self-Hosted Runners with ARC<\/strong><\/a> \u2014 \u0627\u0646\u0634\u0631 Actions Runner Controller \u0639\u0644\u0649 Kubernetes\u060c \u0648\u0647\u064a\u0651\u0626 \u062d\u0627\u0648\u064a\u0627\u062a runner \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u0632\u0648\u0627\u0644\u060c \u0648\u0637\u0628\u0651\u0642 \u0645\u0639\u0627\u064a\u064a\u0631 \u0623\u0645\u0627\u0646 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a\u060c \u0648\u062a\u062d\u0642\u0651\u0642 \u0645\u0646 \u0639\u0632\u0644 \u0627\u0644\u0640 runner.<\/li>\n<li><a href=\"https:\/\/secure-pipelines.com\/ar\/ci-cd-security\/lab-detecting-preventing-secret-leaks-ci-cd-pipelines\/\"><strong>Detecting and Preventing Secret Leaks<\/strong><\/a> \u2014 \u0623\u0639\u062f\u0651 \u062e\u0637\u0627\u0641\u0627\u062a \u0645\u0627 \u0642\u0628\u0644 \u0627\u0644\u0640 commit \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 gitleaks\u060c \u0648\u0627\u062f\u0645\u062c \u0641\u062d\u0635 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0641\u064a \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI\u060c \u0648\u0637\u0628\u0651\u0642 \u0625\u062e\u0641\u0627\u0621 \u0627\u0644\u0633\u062c\u0644\u0651\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u062c\u0628 \u0644\u0644\u062a\u0633\u0631\u064a\u0628\u0627\u062a \u0627\u0644\u0645\u0643\u062a\u0634\u0641\u0629.<\/li>\n<li><a href=\"https:\/\/secure-pipelines.com\/ar\/ci-cd-security\/secrets-management-ci-cd-pipelines-patterns-vault-2\/\"><strong>Secrets Management Patterns with Vault<\/strong><\/a> \u2014 \u0627\u062f\u0645\u062c HashiCorp Vault \u0645\u0639 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI\/CD \u0644\u062f\u064a\u0643\u060c \u0648\u0637\u0628\u0651\u0642 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629\u060c \u0648\u0647\u064a\u0651\u0626 \u0627\u0644\u0645\u0635\u0627\u062f\u0642\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 OIDC\u060c \u0648\u0623\u0639\u062f\u0651 \u0627\u0644\u062a\u062f\u0648\u064a\u0631 \u0627\u0644\u0622\u0644\u064a.<\/li>\n<li><a href=\"https:\/\/secure-pipelines.com\/ar\/ci-cd-security\/policy-as-code-ci-cd-opa-rego-security-gates-2\/\"><strong>Policy as Code with OPA and Rego<\/strong><\/a> \u2014 \u0627\u0643\u062a\u0628 \u0633\u064a\u0627\u0633\u0627\u062a Rego \u0644\u0640 manifests \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0640 Kubernetes \u0648\u062e\u0637\u0637 Terraform\u060c \u0648\u0627\u062f\u0645\u062c Conftest \u0641\u064a \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI\u060c \u0648\u0637\u0628\u0651\u0642 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0642\u0628\u0648\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Gatekeeper.<\/li>\n<li><a href=\"https:\/\/secure-pipelines.com\/ar\/ci-cd-security\/separation-of-duties-least-privilege-ci-cd-pipelines\/\"><strong>Separation of Duties and Least Privilege<\/strong><\/a> \u2014 \u0647\u064a\u0651\u0626 \u0635\u0644\u0627\u062d\u064a\u0627\u062a workflow \u062f\u0642\u064a\u0642\u0629 \u0627\u0644\u062a\u062d\u0628\u064a\u0628\u060c \u0648\u0637\u0628\u0651\u0642 \u0627\u0644\u0641\u0635\u0644 \u0628\u064a\u0646 \u0645\u0631\u062d\u0644\u062a\u064e\u064a \u0627\u0644\u0628\u0646\u0627\u0621 \u0648\u0627\u0644\u0646\u0634\u0631\u060c \u0648\u0623\u0639\u062f\u0651 \u0642\u0648\u0627\u0639\u062f \u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0626\u0629.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f<\/h2>\n\n<p class=\"wp-block-paragraph\">\u062a\u062f\u0639\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0623\u064f\u0637\u0631 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u062a\u0642\u0648\u064a\u0629 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0639\u0628\u0631 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u063a\u0637\u0651\u064a\u0647\u0627 \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644:<\/p>\n\n<h3 class=\"wp-block-heading\">\u0639\u0632\u0644 \u0627\u0644\u0640 Runner<\/h3>\n\n<ul class=\"wp-block-list\">\n<li><strong>Actions Runner Controller (ARC):<\/strong> \u0625\u062f\u0627\u0631\u0629 \u0623\u0635\u064a\u0644\u0629 \u0644\u0640 Kubernetes \u0644\u0644\u062a\u0648\u0633\u0651\u0639 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0648\u0644\u0644\u0640 runners \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u0632\u0648\u0627\u0644 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0640 GitHub Actions.<\/li>\n<li><strong>Firecracker:<\/strong> \u0622\u0644\u0627\u062a microVMs \u062e\u0641\u064a\u0641\u0629 \u0627\u0644\u0648\u0632\u0646 \u0644\u0623\u062d\u0645\u0627\u0644 \u0639\u0645\u0644 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a \u0648\u0627\u0644\u062f\u0648\u0627\u0644 \u0627\u0644\u0622\u0645\u0646\u0629 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u0623\u062c\u0631\u064a\u0646.<\/li>\n<li><strong>gVisor:<\/strong> \u0646\u0648\u0627\u0629 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u062a\u0648\u0641\u0651\u0631 \u0639\u0632\u0644\u064b\u0627 \u0625\u0636\u0627\u0641\u064a\u064b\u0627 \u0644\u0644\u062d\u0627\u0648\u064a\u0627\u062a \u062f\u0648\u0646 \u0627\u0644\u0639\u0628\u0621 \u0627\u0644\u0643\u0627\u0645\u0644 \u0644\u0644\u0622\u0644\u0629 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629.<\/li>\n<li><strong>Kata Containers:<\/strong> \u0622\u0644\u0627\u062a \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u062e\u0641\u064a\u0641\u0629 \u0627\u0644\u0648\u0632\u0646 \u062a\u062a\u0643\u0627\u0645\u0644 \u0628\u0633\u0644\u0627\u0633\u0629 \u0645\u0639 \u0645\u0646\u0638\u0648\u0645\u0627\u062a \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0648\u0627\u0644\u0647\u0648\u064a\u0629<\/h3>\n\n<ul class=\"wp-block-list\">\n<li><strong>HashiCorp Vault:<\/strong> \u0625\u062f\u0627\u0631\u0629 \u0645\u0631\u0643\u0632\u064a\u0629 \u0644\u0644\u0623\u0633\u0631\u0627\u0631 \u0645\u0639 \u0623\u0633\u0631\u0627\u0631 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629\u060c \u0648\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 OIDC\u060c \u0648\u062a\u0633\u062c\u064a\u0644 \u062a\u062f\u0642\u064a\u0642 \u0634\u0627\u0645\u0644.<\/li>\n<li><strong>External Secrets Operator:<\/strong> \u0645\u0634\u063a\u0651\u0644 Kubernetes \u064a\u0632\u0627\u0645\u0646 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0645\u0646 \u0627\u0644\u0645\u062f\u064a\u0631\u064a\u0646 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u064a\u0646 \u0625\u0644\u0649 \u0623\u0633\u0631\u0627\u0631 Kubernetes.<\/li>\n<li><strong>SPIFFE\/SPIRE:<\/strong> \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0644\u0647\u0648\u064a\u0629 \u062d\u0645\u0644 \u0627\u0644\u0639\u0645\u0644 \u0644\u0625\u0631\u0633\u0627\u0621 \u0627\u0644\u062b\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u062f\u0648\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u062b\u0627\u0628\u062a\u0629.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u0633\u0631\u0627\u0631<\/h3>\n\n<ul class=\"wp-block-list\">\n<li><strong>gitleaks:<\/strong> \u0645\u0627\u0633\u062d \u0623\u0633\u0631\u0627\u0631 \u0633\u0631\u064a\u0639 \u0648\u062e\u0641\u064a\u0641 \u0627\u0644\u0648\u0632\u0646 \u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a Git \u0648\u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI.<\/li>\n<li><strong>trufflehog:<\/strong> \u0641\u062d\u0635 \u0639\u0645\u064a\u0642 \u0644\u0644\u0623\u0633\u0631\u0627\u0631 \u0639\u0628\u0631 \u062a\u0627\u0631\u064a\u062e Git \u0648\u062d\u0627\u0648\u064a\u0627\u062a S3 \u0648\u0645\u0635\u0627\u062f\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u062e\u0631\u0649.<\/li>\n<li><strong>detect-secrets:<\/strong> \u0623\u062f\u0627\u0629 Yelp \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0641\u064a \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0648\u0645\u0646\u0639\u0647\u0627\u060c \u0628\u0646\u0647\u062c \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u062e\u0637 \u0623\u0633\u0627\u0633 \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u0641\u0631\u0636 \u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a<\/h3>\n\n<ul class=\"wp-block-list\">\n<li><strong>Open Policy Agent (OPA):<\/strong> \u0645\u062d\u0631\u0651\u0643 \u0633\u064a\u0627\u0633\u0627\u062a \u0639\u0627\u0645 \u0627\u0644\u063a\u0631\u0636 \u0628\u0644\u063a\u0629 \u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a Rego.<\/li>\n<li><strong>Conftest:<\/strong> \u0623\u062f\u0627\u0629 \u0627\u062e\u062a\u0628\u0627\u0631 \u0633\u064a\u0627\u0633\u0627\u062a \u0648\u062f\u0648\u062f\u0629 \u0644\u0644\u0645\u0637\u0648\u0651\u0631\u064a\u0646 \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 OPA \u0644\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0645\u0647\u064a\u0643\u0644\u0629.<\/li>\n<li><strong>Gatekeeper:<\/strong> \u0648\u062d\u062f\u0629 \u062a\u062d\u0643\u0645 \u0633\u064a\u0627\u0633\u0627\u062a \u0623\u0635\u064a\u0644\u0629 \u0644\u0640 Kubernetes \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 OPA \u0644\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0642\u0628\u0648\u0644.<\/li>\n<li><strong>Kyverno:<\/strong> \u0645\u062d\u0631\u0651\u0643 \u0633\u064a\u0627\u0633\u0627\u062a \u0623\u0635\u064a\u0644 \u0644\u0640 Kubernetes \u0628\u0644\u063a\u0629 \u0633\u064a\u0627\u0633\u0627\u062a \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 YAML.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0646\u0634\u0631 \u0648GitOps<\/h3>\n\n<ul class=\"wp-block-list\">\n<li><strong>Argo CD:<\/strong> \u062a\u0633\u0644\u064a\u0645 \u0645\u0633\u062a\u0645\u0631 \u062a\u0635\u0631\u064a\u062d\u064a \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 GitOps \u0644\u0640 Kubernetes.<\/li>\n<li><strong>Flux:<\/strong> \u0645\u062c\u0645\u0648\u0639\u0629 \u0623\u062f\u0648\u0627\u062a GitOps \u0644\u0640 Kubernetes \u0645\u0639 \u062f\u0639\u0645 \u0644\u0640 Helm \u0648Kustomize \u0648\u0627\u0644\u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u062a\u062f\u0631\u064a\u062c\u064a.<\/li>\n<li><strong>Argo Rollouts:<\/strong> \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0646\u0634\u0631 \u0645\u062a\u0642\u062f\u0645\u0629 (\u0627\u0644\u0643\u0646\u0627\u0631\u064a\u060c \u0627\u0644\u0623\u0632\u0631\u0642-\u0627\u0644\u0623\u062e\u0636\u0631\u060c \u0627\u0644\u062a\u062c\u0631\u064a\u0628) \u0644\u0640 Kubernetes.<\/li>\n<li><strong>Flagger:<\/strong> \u0645\u0634\u063a\u0651\u0644 \u062a\u0633\u0644\u064a\u0645 \u062a\u062f\u0631\u064a\u062c\u064a \u064a\u0624\u062a\u0645\u0650\u062a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0643\u0646\u0627\u0631\u064a \u0645\u0639 \u062a\u0643\u0627\u0645\u0644 \u0634\u0628\u0643\u0629 \u0627\u0644\u062e\u062f\u0645\u0627\u062a (service mesh).<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u0623\u0645\u0627\u0646 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f<\/h3>\n\n<ul class=\"wp-block-list\">\n<li><strong>Sigstore (Cosign \u0648Fulcio \u0648Rekor):<\/strong> \u062a\u0648\u0642\u064a\u0639 \u0648\u062a\u062d\u0642\u0642 \u0628\u0644\u0627 \u0645\u0641\u0627\u062a\u064a\u062d \u0644\u0635\u0648\u0631 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a \u0648artifacts \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a.<\/li>\n<li><strong>SLSA Framework:<\/strong> Supply chain Levels for Software Artifacts \u2014 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0644\u0636\u0645\u0627\u0646 \u0633\u0644\u0627\u0645\u0629 artifacts \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0639\u0628\u0631 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f.<\/li>\n<li><strong>in-toto:<\/strong> \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0644\u062a\u0623\u0645\u064a\u0646 \u0633\u0644\u0627\u0645\u0629 \u0633\u0644\u0627\u0633\u0644 \u062a\u0648\u0631\u064a\u062f \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0643\u0644 \u062e\u0637\u0648\u0629.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u062e\u0644\u0627\u0635\u0629<\/h2>\n\n<p class=\"wp-block-paragraph\">\u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI\/CD \u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u0645\u0643\u0648\u0651\u0646\u0627\u062a \u0627\u0645\u062a\u064a\u0627\u0632\u064b\u0627 \u0648\u062d\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629. \u0625\u0646 \u0645\u0648\u0642\u0639\u0647\u0627 \u0627\u0644\u0645\u062d\u0648\u0631\u064a \u0641\u064a \u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 \u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u2014 \u0625\u0630 \u062a\u0644\u0627\u0645\u0633 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u064a\u0629 \u0648\u0627\u0644\u0623\u0633\u0631\u0627\u0631 \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u2014 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u0647\u062f\u0627\u0641\u064b\u0627 \u062c\u0630\u0627\u0628\u0629 \u0648\u064a\u0633\u062a\u0648\u062c\u0628 \u062a\u0642\u0648\u064a\u0629\u064b \u0635\u0627\u0631\u0645\u0629.<\/p>\n\n<p class=\"wp-block-paragraph\">\u062a\u0634\u0643\u0651\u0644 \u0645\u062c\u0627\u0644\u0627\u062a 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class=\"wp-block-paragraph\">\u0648\u0627\u0644\u0623\u0647\u0645 \u0645\u0646 \u0630\u0644\u0643\u060c \u0639\u0627\u0645\u0650\u0644 \u0623\u0645\u0627\u0646 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0628\u0648\u0635\u0641\u0647 \u0645\u0645\u0627\u0631\u0633\u0629 \u0645\u0633\u062a\u0645\u0631\u0629\u060c \u0644\u0627 \u0645\u0634\u0631\u0648\u0639\u064b\u0627 \u0644\u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629. \u0641\u0645\u0634\u0647\u062f \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u064a\u062a\u0637\u0648\u0631\u060c \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0647\u062c\u0648\u0645 \u062c\u062f\u064a\u062f\u0629 \u062a\u0638\u0647\u0631\u060c \u0648\u0628\u0646\u064a\u062a\u0643 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u062a\u062a\u063a\u064a\u0651\u0631 \u0645\u0639 \u0627\u0644\u0648\u0642\u062a. \u062a\u0636\u0645\u0646 \u0627\u0644\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u0638\u0645\u0629 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\u0627\u0644\u062a\u0637\u0628\u064a\u0642. \u0641\u0644\u0627 \u0628\u062f\u064a\u0644 \u0639\u0646 \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u0641\u064a \u0628\u0646\u0627\u0621 \u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u062a\u064a \u062a\u0633\u0644\u0651\u0645 \u0628\u0631\u0646\u0627\u0645\u062c\u0643 \u0625\u0644\u0649 \u0627\u0644\u0639\u0627\u0644\u0645 \u0648\u0627\u062e\u062a\u0631\u0627\u0642\u0647\u0627 \u0648\u062a\u0642\u0648\u064a\u062a\u0647\u0627.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0623\u0635\u0628\u062d\u062a \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 CI\/CD \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629. \u0641\u0647\u064a \u062a\u064f\u0635\u0631\u0651\u0641 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\u062d\u0632\u0645\u062a\u0643 \u0627\u0644\u062a\u0642\u0646\u064a\u0629. \u0625\u0646 \u0627\u062e\u062a\u0631\u0627\u0642 \u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0648\u0627\u062d\u062f \u0644\u0627 \u064a\u0645\u0633\u0651 \u0646\u0638\u0627\u0645\u064b\u0627 \u0648\u0627\u062d\u062f\u064b\u0627 \u0641\u062d\u0633\u0628\u061b \u0628\u0644 \u064a\u0645\u0643\u0646 \u0623\u0646 &#8230; <a title=\"\u062a\u0642\u0648\u064a\u0629 \u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628: \u0643\u064a\u0641\u064a\u0629 \u062a\u0623\u0645\u064a\u0646 \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0628\u0646\u0627\u0621 \u0648\u0627\u0644\u0646\u0634\u0631 \u0641\u064a CI\/CD\" class=\"read-more\" href=\"https:\/\/secure-pipelines.com\/ar\/pipeline-hardening\/pipeline-hardening-secure-ci-cd-build-deployment-environments\/\" aria-label=\"Read more about \u062a\u0642\u0648\u064a\u0629 \u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628: \u0643\u064a\u0641\u064a\u0629 \u062a\u0623\u0645\u064a\u0646 \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0628\u0646\u0627\u0621 \u0648\u0627\u0644\u0646\u0634\u0631 \u0641\u064a CI\/CD\">\u0627\u0642\u0631\u0623 \u0627\u0644\u0645\u0632\u064a\u062f<\/a><\/p>\n","protected":false},"author":1,"featured_media":1431,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[28,63],"tags":[],"post_folder":[],"class_list":["post-759","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pipeline-hardening"],"_links":{"self":[{"href":"https:\/\/secure-pipelines.com\/ar\/wp-json\/wp\/v2\/posts\/759","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/secure-pipelines.com\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/secure-pipelines.com\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/secure-pipelines.com\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/secure-pipelines.com\/ar\/wp-json\/wp\/v2\/comments?post=759"}],"version-history":[{"count":3,"href":"https:\/\/secure-pipelines.com\/ar\/wp-json\/wp\/v2\/posts\/759\/revisions"}],"predecessor-version":[{"id":1578,"href":"https:\/\/secure-pipelines.com\/ar\/wp-json\/wp\/v2\/posts\/759\/revisions\/1578"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/secure-pipelines.com\/ar\/wp-json\/wp\/v2\/media\/1431"}],"wp:attachment":[{"href":"https:\/\/secure-pipelines.com\/ar\/wp-json\/wp\/v2\/media?parent=759"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/secure-pipelines.com\/ar\/wp-json\/wp\/v2\/categories?post=759"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/secure-pipelines.com\/ar\/wp-json\/wp\/v2\/tags?post=759"},{"taxonomy":"post_folder","embeddable":true,"href":"https:\/\/secure-pipelines.com\/ar\/wp-json\/wp\/v2\/post_folder?post=759"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}