{"id":374141,"date":"2024-05-27T16:20:31","date_gmt":"2024-05-27T13:20:31","guid":{"rendered":"https:\/\/timspark.com\/?p=374141"},"modified":"2025-09-08T14:54:13","modified_gmt":"2025-09-08T11:54:13","slug":"kubernetes-deployment-strategy","status":"publish","type":"post","link":"https:\/\/timspark.com\/pl\/blog\/kubernetes-deployment-strategy\/","title":{"rendered":"Kubernetes Deployment Strategy: Common Mistakes to Avoid"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Section&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;60px||||false|false&#8221; custom_padding_tablet=&#8221;60px||||false|false&#8221; custom_padding_phone=&#8221;80px||||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; 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alt=&#8221;Kubernetes deployment&#8221; title_text=&#8221;28 (1)&#8221; show_in_lightbox=&#8221;on&#8221; admin_label=&#8221;Image Kubernetes strategy&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; width=&#8221;80%&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; max_width=&#8221;1080px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;||48px||false|false&#8221; custom_margin_tablet=&#8221;||64px||false|false&#8221; custom_margin_phone=&#8221;||48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; border_radii=&#8221;on|12px|12px|12px|12px&#8221; border_width_all=&#8221;1px&#8221; border_color_all=&#8221;#eaeaea&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; hover_enabled=&#8221;0&#8243; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p><span style=\"font-weight: 400;\">In Kubernetes deployments, certain missteps happen frequently. We have asked our in-house DevOps specialist, Mikhail Shayunov, about these typical blunders and their origins. Also, Mikhail has covered possible effective solutions and preventative measures to update your <a href=\"https:\/\/timspark.com\/blog\/a-talk-on-kubernetes-the-future-of-devops-tools-and-more\/\">Kubernetes deployment strategy<\/a>. Delve in and see how you can make deployment a more streamlined process in your company.<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;H2&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||24px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; header_2_font_size_phone=&#8221;30px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Whats_the_biggest_mistake_Kubernetes_developers_make\"><\/span>What&#8217;s the biggest mistake Kubernetes developers make?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; hover_enabled=&#8221;0&#8243; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p><span style=\"font-weight: 400;\">In the Kubernetes deployment <a href=\"https:\/\/timspark.com\/blog\/goodfirms-interview-on-timspark-strategy\/\">strategy<\/a>, <\/span><b>insufficient attention is often paid to resource planning<\/b><span style=\"font-weight: 400;\">. Sometimes, I encounter clusters in which developers have yet to describe the requirements for limits and requests, have not configured horizontal pod autoscaling, or have not correctly calculated the capacities of worker nodes. All this leads to hard-to-diagnose application issues. The reverse side of this problem is that developers request many times more capacity than necessary, which does not negatively affect performance but dramatically increases the difference in the cost of the solution compared to the classic architecture.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Another significant and often overlooked error in Kubernetes development is the <\/span><b>failure to specify CPU and memory usage limits and requests<\/b><span style=\"font-weight: 400;\">. Requests refer to the minimum resources required for an <a href=\"https:\/\/timspark.com\/blog\/devops-as-a-service-for-mobile-development\/\">application development<\/a>, while limits define the maximum resources a container can utilize. Not setting these limits can overload worker nodes, resulting in poor application performance. Conversely, setting too low limits can lead to CPU underperformance and OOMkill errors. Both cases result in Kubernetes becoming ineffective.<\/span><span style=\"font-weight: 400;\"><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">A lack of resource control also means the application is not adequately monitored, making it challenging to identify and resolve potential issues or bottlenecks.<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;H2&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||24px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; header_2_font_size_phone=&#8221;30px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_can_be_a_game-changer_if_the_company_wishes_to_update_its_Kubernetes_deployment_strategy\"><\/span>What can be a game-changer if the company wishes to update its Kubernetes deployment strategy?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Consider the following rules of thumb to avoid typical pitfalls with Kubernetes.\u00a0\u00a0<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;H3&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; header_3_font=&#8221;Anek Latin|600|||||||&#8221; header_3_font_size=&#8221;24px&#8221; header_3_line_height=&#8221;1.2em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|8px||false|false&#8221; custom_margin_tablet=&#8221;|0px|8px||false|false&#8221; custom_margin_phone=&#8221;|0px|8px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; header_3_font_size_tablet=&#8221;24px&#8221; header_3_font_size_phone=&#8221;24px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Create_a_test_environment_to_check_application_launches\"><\/span>Create a test environment to check application launches<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Define correct performance parameters, allocate the right amount of CPU and memory, and define metrics for usage in Horizontal Pod Autoscaler (HPA) for resource management and scalability.<\/span><span style=\"font-weight: 400;\"><br \/><\/span><span style=\"font-weight: 400;\"><br \/><\/span><span style=\"font-weight: 400;\">Remember to put the correct settings of node pool autoscaling on the cloud side. For instance, HPA is usually implemented as a deployment entity within a cluster. It automatically adjusts the quantity of Kubernetes nodes in your cluster according to your needs. If the number of pending pods increases, indicating resources in the cluster are inadequate, the cluster autoscaler automatically includes additional nodes.<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;H3&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; header_3_font=&#8221;Anek Latin|600|||||||&#8221; header_3_font_size=&#8221;24px&#8221; header_3_line_height=&#8221;1.2em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|8px||false|false&#8221; custom_margin_tablet=&#8221;|0px|8px||false|false&#8221; custom_margin_phone=&#8221;|0px|8px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; header_3_font_size_tablet=&#8221;24px&#8221; header_3_font_size_phone=&#8221;24px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Optimize_resource_allocation_and_scalability_in_Kubernetes\"><\/span>Optimize resource allocation and scalability in Kubernetes<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|32px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Effective <\/span><a href=\"https:\/\/timspark.com\/blog\/tools-for-workload-management\/\"><span style=\"font-weight: 400;\">workload management<\/span><\/a><span style=\"font-weight: 400;\"> is crucial to prevent burnout and ensure successful project execution, especially for <\/span><span style=\"font-weight: 400;\">remote development teams<\/span><span style=\"font-weight: 400;\">. It requires understanding each team member&#8217;s strengths, weaknesses, and current capacity. To accurately estimate team workload, it&#8217;s crucial to establish initial task estimates, track remaining work for each task, and maintain a regular work log where team members record their work hours. This helps identify who is overloaded or underloaded, allowing you to redistribute tasks and balance the workload.<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;H3&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; header_3_font=&#8221;Anek Latin|600|||||||&#8221; header_3_font_size=&#8221;24px&#8221; header_3_line_height=&#8221;1.2em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|8px||false|false&#8221; custom_margin_tablet=&#8221;|0px|8px||false|false&#8221; custom_margin_phone=&#8221;|0px|8px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; header_3_font_size_tablet=&#8221;24px&#8221; header_3_font_size_phone=&#8221;24px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Conduct_stress_testing_and_automated_tests\"><\/span>Conduct stress testing and automated tests<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|32px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Stress testing on your application allows you to identify the threshold at which the system or software fails. 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_builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|64px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><b>When starting, never allow manual changes to infrastructure or configurations<\/b><span style=\"font-weight: 400;\">.<br \/>For infrastructure, use Kubernetes deployment tools, for instance, infrastructure-as-code (IaC), and for deploying components within Kubernetes, use templating tools such as Helm or Kustomize. 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The flexibility and stability it provides will significantly enhance your overall application performance.<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_4,3_4&#8243; use_custom_gutter=&#8221;on&#8221; gutter_width=&#8221;1&#8243; admin_label=&#8221;Row&#8221; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||20px||false|false&#8221; custom_padding=&#8221;||||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.20.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/timspark.com\/wp-content\/uploads\/2023\/10\/Mikhail-Shayunov.png&#8221; title_text=&#8221;Mikhail Shayunov&#8221; align=&#8221;center&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; module_alignment=&#8221;center&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;3_4&#8243; 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locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><a href=\"https:\/\/www.linkedin.com\/in\/mikhail-shayunov\/\" target=\"_blank\" rel=\"nofollow noopener\"><b><i>Mikhail Shayunov<\/i><\/b><\/a> <i><span style=\"font-weight: 400;\"><br \/><\/span>Head of DevOps, has 17+ years of experience in system administration and security infrastructure development and 10+ years of in-depth experience designing, implementing, and scaling highly efficient technical environments for banking IT systems and technologies.<\/i><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;H2&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; header_2_font_size_phone=&#8221;30px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"References\"><\/span>References<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;8&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|24px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|32px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>1. <a href=\"https:\/\/kubernetes.io\/docs\/concepts\/configuration\/manage-resources-containers\/\" target=\"_blank\" rel=\"nofollow noopener\">Resource Management for Pods and Containers<\/a><br \/>2. <a href=\"https:\/\/www.redhat.com\/en\/topics\/automation\/what-is-infrastructure-as-code-iac\" target=\"_blank\" rel=\"nofollow noopener\">What is Infrastructure as Code (IaC)<\/a><\/p>\n<p>[\/et_pb_text][dsm_social_share_buttons dsm_alignment=&#8221;left&#8221; dsm_social_hover_animation=&#8221;dsm-grow&#8221; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Fira Sans||||||||&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;65%&#8221; width_last_edited=&#8221;on|desktop&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_margin_tablet=&#8221;0px||||false|false&#8221; custom_margin_phone=&#8221;0px||||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;0px||0px||true|false&#8221; custom_padding_tablet=&#8221;0px||0px||true|false&#8221; custom_padding_phone=&#8221;0px||0px||true|false&#8221; custom_padding_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][dsm_social_share_buttons_child dsm_network=&#8221;twitter&#8221; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; border_radii=&#8221;on|40px|40px|40px|40px&#8221; global_colors_info=&#8221;{}&#8221; dsm_view=&#8221;icon_text&#8221; dsm_label=&#8221;on&#8221; dsm_social_hover_animation=&#8221;dsm-grow&#8221;][\/dsm_social_share_buttons_child][dsm_social_share_buttons_child dsm_network=&#8221;linkedin&#8221; 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_module_preset=&#8221;default&#8221; border_radii=&#8221;on|40px|40px|40px|40px&#8221; global_colors_info=&#8221;{}&#8221; dsm_view=&#8221;icon_text&#8221; dsm_label=&#8221;on&#8221; dsm_social_hover_animation=&#8221;dsm-grow&#8221;][\/dsm_social_share_buttons_child][\/dsm_social_share_buttons][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Our DevOps specialist, Mikhail Shayunov, sheds light on common blunders in Kubernetes deployments, also sharing preventative measures that might help streamline your deployment strategy. <\/p>","protected":false},"author":231502742,"featured_media":374122,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","content-type":"","footnotes":""},"categories":[805628,805766],"tags":[],"class_list":["post-374141","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-devops"],"_links":{"self":[{"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/posts\/374141","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/users\/231502742"}],"replies":[{"embeddable":true,"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/comments?post=374141"}],"version-history":[{"count":4,"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/posts\/374141\/revisions"}],"predecessor-version":[{"id":384915,"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/posts\/374141\/revisions\/384915"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/media\/374122"}],"wp:attachment":[{"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/media?parent=374141"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/categories?post=374141"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/tags?post=374141"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}