{"id":11420,"date":"2025-01-30T15:37:41","date_gmt":"2025-01-30T15:37:41","guid":{"rendered":"https:\/\/otus.ru\/journal\/?p=11420"},"modified":"2025-01-30T15:37:44","modified_gmt":"2025-01-30T15:37:44","slug":"informacionnaya-bezopasnost-podborka-statej-iz-bloga-otus-na-habr-2","status":"publish","type":"post","link":"https:\/\/otus.ru\/journal\/informacionnaya-bezopasnost-podborka-statej-iz-bloga-otus-na-habr-2\/","title":{"rendered":"\u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u0430\u044f \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c: \u043f\u043e\u0434\u0431\u043e\u0440\u043a\u0430 \u0441\u0442\u0430\u0442\u0435\u0439 \u0438\u0437 \u0431\u043b\u043e\u0433\u0430 Otus \u043d\u0430 \u0425\u0430\u0431\u0440"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u041f\u0440\u0435\u043f\u0430\u0440\u0438\u0440\u0443\u0435\u043c \u0441\u043b\u043e\u0438 \u043e\u0431\u0440\u0430\u0437\u043e\u0432 Docker<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u0438 \u0441\u0435\u0439\u0447\u0430\u0441 \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u043d\u0435\u043e\u0442\u044a\u0435\u043c\u043b\u0435\u043c\u043e\u0439 \u0447\u0430\u0441\u0442\u044c\u044e \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 DevOps. \u041a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u044b \u0430\u043a\u0442\u0438\u0432\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0432 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043d\u044b\u0445 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430\u0445 \u0434\u043b\u044f \u0438\u0437\u043e\u043b\u044f\u0446\u0438\u0438 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0445 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432. \u041d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u043c \u0440\u0435\u0448\u0435\u043d\u0438\u0435\u043c \u043f\u043e \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u0430 \u0441\u0435\u0433\u043e\u0434\u043d\u044f\u0448\u043d\u0438\u0439 \u0434\u0435\u043d\u044c \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f Docker, \u0438 \u0438\u043c\u0435\u043d\u043d\u043e \u043e \u043d\u0435\u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u0435 \u0441 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430\u043c\u0438 Docker \u043c\u044b \u0438 \u0431\u0443\u0434\u0435\u043c \u0441\u0435\u0433\u043e\u0434\u043d\u044f \u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/859256\/\" target=\"_blank\" rel=\"noopener\" title=\"\u041f\u0435\u0440\u0435\u0439\u0442\u0438 \u043a \u0441\u0442\u0430\u0442\u044c\u0435\">\u041f\u0435\u0440\u0435\u0439\u0442\u0438 \u043a \u0441\u0442\u0430\u0442\u044c\u0435<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u0412\u044b\u044f\u0432\u043b\u044f\u0435\u043c \u0430\u0442\u0430\u043a\u0438 \u043d\u0430 DHCP \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Wireshark<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412&nbsp;\u0441\u0435\u0442\u0435\u0432\u043e\u043c \u0442\u0440\u0430\u0444\u0438\u043a\u0435 \u043c\u043e\u0436\u043d\u043e \u043d\u0430\u0439\u0442\u0438 \u043c\u043d\u043e\u0433\u043e \u0432\u0441\u0435\u0433\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e\u0433\u043e, \u0433\u043b\u0430\u0432\u043d\u043e\u0435 \u0437\u043d\u0430\u0442\u044c, \u0447\u0442\u043e&nbsp;\u0438\u0441\u043a\u0430\u0442\u044c. \u0421&nbsp;\u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0430\u043d\u0430\u043b\u0438\u0437\u0430\u0442\u043e\u0440\u0430 Wireshark \u043c\u043e\u0436\u043d\u043e \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u044c \u0432\u0441\u0435\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0435 \u0430\u043d\u043e\u043c\u0430\u043b\u0438\u0438 \u0432&nbsp;\u0442\u0440\u0430\u0444\u0438\u043a\u0435, \u0440\u0435\u0442\u0440\u0430\u043d\u0441\u043c\u0438\u0442\u044b, \u043d\u0435\u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u044b\u0435 \u043f\u0430\u043a\u0435\u0442\u044b, \u0432\u0440\u0435\u0434\u043e\u043d\u043e\u0441\u043d\u0443\u044e \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c, \u043c\u043e\u0436\u043d\u043e \u0434\u0430\u0436\u0435 \u043f\u0440\u0438\u043a\u0440\u0443\u0442\u0438\u0442\u044c \u0435\u0433\u043e \u043a&nbsp;API Virustotal \u0434\u043b\u044f&nbsp;\u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0444\u0430\u0439\u043b\u043e\u0432 \u043d\u0430&nbsp;\u0432\u0438\u0440\u0443\u0441\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u00a0\u0440\u0430\u043c\u043a\u0430\u0445 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0438 \u043c\u044b \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e\u00a0\u0442\u043e\u043c, \u043a\u0430\u043a\u00a0\u0441\u00a0\u043f\u043e\u043c\u043e\u0449\u044c\u044e Wireshark \u0432\u044b\u044f\u0432\u043b\u044f\u0442\u044c \u0430\u0442\u0430\u043a\u0438 \u043d\u0430\u00a0DHCP: Starvation \u0438 Rogue DHCP. \u041d\u0430\u0432\u044b\u043a \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043f\u043e\u0434\u043e\u0431\u043d\u043e\u0433\u043e \u0442\u0440\u0430\u0444\u0438\u043a\u0430 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u0442 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u0435\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043f\u0440\u0430\u0432\u0438\u043b\u0430 \u043d\u0430\u00a0\u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0432\u0442\u043e\u0440\u0436\u0435\u043d\u0438\u0439, \u0430\u00a0\u0442\u0430\u043a\u0436\u0435 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u043c\u043e\u0447\u044c \u043f\u0440\u0438\u00a0\u0440\u0430\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0438 \u0438\u043d\u0446\u0438\u0434\u0435\u043d\u0442\u043e\u0432 \u0438 \u0440\u0430\u0431\u043e\u0442\u0435 \u043a\u043e\u043c\u0430\u043d\u0434 Red Team.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/862444\/\" target=\"_blank\" rel=\"noopener\" title=\"\u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0435\u043d\u0438\u0435\">\u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0435\u043d\u0438\u0435<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u041f\u0440\u044f\u0447\u0435\u043c VMware \u043e\u0442 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\u0434\u043b\u044f\u00a0\u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u0432\u0438\u0440\u0443\u0441\u043e\u0432, \u0442\u043e \u0441\u0435\u0439\u0447\u0430\u0441 \u0442\u0430\u043a\u043e\u0433\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u0430 \u0443\u0436\u0435 \u044f\u0432\u043d\u043e \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e. \u0421\u0435\u0439\u0447\u0430\u0441 \u0434\u043b\u044f\u00a0\u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438, \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f\u00a0\u043b\u0438 \u043e\u043f\u0430\u0441\u043d\u044b\u043c \u0442\u043e\u0442 \u0438\u043b\u0438\u00a0\u0438\u043d\u043e\u0439 \u0444\u0430\u0439\u043b, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u0435\u0433\u043e \u043d\u0430\u00a0\u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u0438 \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u2014 \u043a\u00a0\u043a\u0430\u043a\u0438\u043c \u0438\u043c\u0435\u043d\u043d\u043e \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u0430\u043c \u041e\u0421 \u043e\u043d \u043e\u0431\u0440\u0430\u0449\u0430\u0435\u0442\u0441\u044f, \u0447\u0442\u043e\u00a0\u0434\u0435\u043b\u0430\u0435\u0442, \u043d\u0435\u00a0\u043f\u044b\u0442\u0430\u0435\u0442\u0441\u044f\u00a0\u043b\u0438 \u043f\u0440\u043e\u043f\u0438\u0441\u0430\u0442\u044c\u0441\u044f \u0432\u00a0\u0430\u0432\u0442\u043e\u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0443 \u0438\u00a0\u0442.\u00a0\u0434.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/865522\/\" target=\"_blank\" rel=\"noopener\" title=\"\u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0435\u043d\u0438\u0435\">\u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0435\u043d\u0438\u0435<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u0425\u0430\u0440\u0434\u0435\u043d\u0438\u043d\u0433 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u0435\u0439\u0447\u0430\u0441 \u043b\u044e\u0431\u043e\u0435 \u0441\u043a\u043e\u043b\u044c\u043a\u043e\u2011\u043d\u0438\u0431\u0443\u0434\u044c \u0441\u0435\u0440\u044c\u0435\u0437\u043d\u043e\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043d\u0443\u0436\u0434\u0430\u0435\u0442\u0441\u044f \u0432&nbsp;\u0431\u0430\u0437\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f&nbsp;\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438. \u0421\u0423\u0411\u0414 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435, \u043e\u043f\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u044c \u0438 \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u0442\u044c \u0442\u043e, \u0447\u0442\u043e&nbsp;\u043d\u0443\u0436\u043d\u043e \u0441&nbsp;\u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432. \u041d\u043e&nbsp;\u0434\u043b\u044f&nbsp;\u0442\u043e\u0433\u043e, \u0447\u0442\u043e\u0431\u044b \u043d\u0430\u0448\u0438 \u0434\u0430\u043d\u043d\u044b\u0435 \u0432&nbsp;\u0431\u0430\u0437\u0435 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0441\u044c \u0432&nbsp;\u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043d\u0435&nbsp;\u043f\u0440\u043e\u0441\u0442\u043e \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c \u0438 \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0435 \u041f\u041e, \u043d\u043e&nbsp;\u0432\u044b\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u0445\u0430\u0440\u0434\u0435\u043d\u0438\u043d\u0433&nbsp;\u2014 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u0443\u044e \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0443 \u0421\u0423\u0411\u0414.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u00a0\u0440\u0430\u043c\u043a\u0430\u0445 \u0434\u0430\u043d\u043d\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0438 \u043c\u044b \u043d\u0435\u00a0\u0431\u0443\u0434\u0435\u043c \u043a\u043e\u043d\u0446\u0435\u043d\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u043d\u0430\u00a0\u043a\u0430\u043a\u043e\u0439\u2011\u0442\u043e \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u0439 \u0421\u0423\u0411\u0414, \u0430\u00a0\u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0442\u0435 \u0441\u043e\u0432\u0435\u0442\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u0434\u043e\u0439\u0434\u0443\u0442 \u043b\u044e\u0431\u043e\u0439 \u0431\u0430\u0437\u0435 \u0434\u0430\u043d\u043d\u044b\u0445.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/866810\/\" target=\"_blank\" rel=\"noopener\" title=\"\u041f\u0435\u0440\u0435\u0439\u0442\u0438 \u043a \u0441\u0442\u0430\u0442\u044c\u0435\">\u041f\u0435\u0440\u0435\u0439\u0442\u0438 \u043a \u0441\u0442\u0430\u0442\u044c\u0435<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">KEDA: \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0432 Kubernetes<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043f\u043e\u0433\u0440\u0443\u0437\u0438\u043c\u0441\u044f \u0432 \u043c\u0438\u0440\u00a0<strong>KEDA<\/strong>\u00a0(Kubernetes-based Event Driven Autoscaling) \u2014 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u0442 \u0432\u0430\u0448\u0438\u043c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f\u043c \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u043a\u0430\u043a \u043f\u043e \u0432\u043e\u043b\u0448\u0435\u0431\u0441\u0442\u0432\u0443.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">KEDA \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 Kubernetes \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0432\u043d\u0435\u0448\u043d\u0438\u0445 \u0441\u043e\u0431\u044b\u0442\u0438\u0439: \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0439 \u0432 \u043e\u0447\u0435\u0440\u0435\u0434\u044f\u0445, \u043c\u0435\u0442\u0440\u0438\u043a \u0438\u0437 Prometheus, \u0432\u0435\u0431\u0445\u0443\u043a\u043e\u0432 \u0438 \u043c\u043d\u043e\u0433\u043e\u0433\u043e \u0434\u0440\u0443\u0433\u043e\u0433\u043e. \u041c\u0430\u0441\u0442\u0445\u0435\u0432 \u0434\u043b\u044f \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/868526\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">TOP-10 \u0430\u0442\u0430\u043a \u043d\u0430 \u043e\u0431\u043b\u0430\u0447\u043d\u044b\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u00a0\u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0435 \u0433\u043e\u0434\u044b \u043e\u0431\u043b\u0430\u0447\u043d\u044b\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0430\u043a\u0442\u0438\u0432\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0434\u043b\u044f\u00a0\u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0418\u0422\u2011\u0448\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447. \u041e\u0434\u043d\u0430\u043a\u043e, \u043e\u0431\u043b\u0430\u043a\u0430 \u0432\u044b\u0437\u044b\u0432\u0430\u044e\u0442 \u0438\u043d\u0442\u0435\u0440\u0435\u0441 \u0442\u0430\u043a\u0436\u0435 \u0438 \u0437\u043b\u043e\u0443\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u0438\u043a\u043e\u0432, \u0438 \u0432\u00a0\u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u044f \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c TOP-10\u00a0\u0430\u0442\u0430\u043a \u043d\u0430\u00a0\u043e\u0431\u043b\u0430\u0447\u043d\u044b\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/866128\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0441\u0442\u0430\u0442\u044c\u044e\">\u0427\u0438\u0442\u0430\u0442\u044c \u0441\u0442\u0430\u0442\u044c\u044e<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u041f\u043e\u0434\u0430\u0440\u043e\u043a \u043d\u0430 \u043d\u043e\u0432\u044b\u0439 \u0433\u043e\u0434: \u043a\u0430\u043a \u044f \u043e\u0442\u0440\u0430\u0436\u0430\u043b \u0430\u0442\u0430\u043a\u0443 1 \u044f\u043d\u0432\u0430\u0440\u044f 2025 \u0433\u043e\u0434\u0430<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0434\u0435\u043b\u0438\u043c\u0441\u044f \u0438\u0441\u0442\u043e\u0440\u0438\u0435\u0439 \u0438\u0437 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0438 \u043d\u0430\u0448\u0435\u0433\u043e \u043a\u043e\u043b\u043b\u0435\u0433\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0441\u0442\u043e\u043b\u043a\u043d\u0443\u043b\u0441\u044f \u0441 \u0430\u0442\u0430\u043a\u043e\u0439 \u043d\u0430 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0432 \u0441\u0430\u043c\u044b\u0439 \u043d\u0435\u0443\u0434\u043e\u0431\u043d\u044b\u0439 \u043c\u043e\u043c\u0435\u043d\u0442 \u2014 \u0432 \u043d\u043e\u0432\u043e\u0433\u043e\u0434\u043d\u0438\u0435 \u043f\u0440\u0430\u0437\u0434\u043d\u0438\u043a\u0438. \u042d\u0442\u043e \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u0445\u0440\u043e\u043d\u0438\u043a\u0430 \u0441\u043e\u0431\u044b\u0442\u0438\u0439, \u0430 \u0440\u0430\u0437\u0431\u043e\u0440 \u0442\u0438\u043f\u0438\u0447\u043d\u044b\u0445 \u043f\u0440\u043e\u0431\u043b\u0435\u043c \u0418\u0411, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0441\u0434\u0435\u043b\u0430\u043b\u0438 \u0430\u0442\u0430\u043a\u0443 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0439, \u0438 \u043f\u043e\u043f\u044b\u0442\u043a\u0430 \u043f\u0440\u043e\u0442\u0438\u0432\u043e\u0441\u0442\u043e\u044f\u0442\u044c \u0443\u0433\u0440\u043e\u0437\u0435 \u0432 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\u0445 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u043d\u044b\u0445 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432. \u0410\u0432\u0442\u043e\u0440 \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u0435\u0442, \u0447\u0442\u043e \u043f\u043e\u0448\u043b\u043e \u043d\u0435 \u0442\u0430\u043a, \u043a\u0430\u043a\u0438\u0435 \u043e\u0448\u0438\u0431\u043a\u0438 \u043e\u043a\u0430\u0437\u0430\u043b\u0438\u0441\u044c \u043a\u0440\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u0438 \u043a\u0430\u043a\u0438\u0435 \u0432\u044b\u0432\u043e\u0434\u044b \u043c\u043e\u0436\u043d\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u043d\u0430 \u0431\u0443\u0434\u0443\u0449\u0435\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/878004\/\" target=\"_blank\" rel=\"noopener\" title=\"\u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0435\u043d\u0438\u0435\">\u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0435\u043d\u0438\u0435<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u041f\u0435\u043d\u0442\u0435\u0441\u0442\u0438\u043c \u0442\u0435\u0440\u043c\u0438\u043d\u0430\u043b\u044b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u0441\u0435\u0442\u0438 \u043c\u043d\u043e\u0433\u043e \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u043e\u0432 \u043e \u043f\u0435\u043d\u0442\u0435\u0441\u0442\u0430\u0445 \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439, \u043d\u043e \u043c\u0430\u043b\u043e \u043e \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0435\u0442\u0435\u0439, \u0431\u0430\u043d\u043a\u043e\u043c\u0430\u0442\u043e\u0432 \u0438 \u0442\u0435\u0440\u043c\u0438\u043d\u0430\u043b\u043e\u0432. \u041f\u0435\u043d\u0442\u0435\u0441\u0442 \u0410\u0421\u0423\u0422\u041f \u0440\u0438\u0441\u043a\u043e\u0432\u0430\u043d, \u0430 \u0432\u043e\u0442 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0443 \u0442\u0435\u0440\u043c\u0438\u043d\u0430\u043b\u043e\u0432 \u0441\u0442\u043e\u0438\u0442 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c. \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0437\u0431\u0435\u0440\u0451\u043c \u043c\u0435\u0442\u043e\u0434\u044b \u043e\u0446\u0435\u043d\u043a\u0438 \u0438\u0445 \u0437\u0430\u0449\u0438\u0449\u0451\u043d\u043d\u043e\u0441\u0442\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/864264\/\" target=\"_blank\" rel=\"noopener\" title=\"\u041f\u0435\u0440\u0435\u0439\u0442\u0438 \u043a \u0441\u0442\u0430\u0442\u044c\u0435\">\u041f\u0435\u0440\u0435\u0439\u0442\u0438 \u043a \u0441\u0442\u0430\u0442\u044c\u0435<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/otus.pw\/Hh7SN\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"370\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2025\/01\/Habr_banner-2-1024x370.png\" alt=\"\u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u0430\u044f \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c: \u043f\u043e\u0434\u0431\u043e\u0440\u043a\u0430 \u0441\u0442\u0430\u0442\u0435\u0439 \u0438\u0437 \u0431\u043b\u043e\u0433\u0430 Otus \u043d\u0430 \u0425\u0430\u0431\u0440\" class=\"wp-image-11421\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2025\/01\/Habr_banner-2-1024x370.png 1024w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2025\/01\/Habr_banner-2-300x108.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2025\/01\/Habr_banner-2-150x54.png 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2025\/01\/Habr_banner-2-768x278.png 768w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2025\/01\/Habr_banner-2-1536x555.png 1536w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2025\/01\/Habr_banner-2.png 1560w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><script 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