{"id":962,"date":"2026-09-29T09:15:12","date_gmt":"2026-09-29T09:15:12","guid":{"rendered":"https:\/\/gastrohospitals.com\/blog\/?p=962"},"modified":"2026-09-29T09:15:12","modified_gmt":"2026-09-29T09:15:12","slug":"devops-automation-and-infrastructure-as-code-explained","status":"publish","type":"post","link":"https:\/\/gastrohospitals.com\/blog\/devops-automation-and-infrastructure-as-code-explained\/","title":{"rendered":"DevOps Automation and Infrastructure as Code Explained"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"572\" src=\"https:\/\/gastrohospitals.com\/blog\/wp-content\/uploads\/2026\/09\/image-40.png\" alt=\"\" class=\"wp-image-963\" srcset=\"https:\/\/gastrohospitals.com\/blog\/wp-content\/uploads\/2026\/09\/image-40.png 1024w, https:\/\/gastrohospitals.com\/blog\/wp-content\/uploads\/2026\/09\/image-40-300x168.png 300w, https:\/\/gastrohospitals.com\/blog\/wp-content\/uploads\/2026\/09\/image-40-768x429.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Software teams need a simple way to deliver new code. They also need a safe way to release changes. Manual work can make this process slow. It can also create avoidable mistakes. CI\/CD automation can make this work more consistent. CI means Continuous Integration. It checks new code often. CD means Continuous Delivery or Continuous Deployment. It helps move tested code toward release. Japanese enterprises often work with large software teams. They may also manage many systems at once. A clear delivery process can help these teams work better. DevOps \u7814\u4fee can teach teams the basic skills they need. DevOps corporate training Japan can help companies train larger teams. <a href=\"https:\/\/devopsschool.jp\/\"><strong>DevOpsSchool.jp<\/strong><\/a> provides training, consulting, implementation, and technical support for these areas.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What Does CI\/CD Automation Mean?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">CI\/CD automation means using tools for repeat software tasks. These tasks can include building, testing, and releasing code. A developer first changes some code. The developer then sends the code to a shared system. A pipeline can start after that change.<br>A pipeline is a set of delivery steps. Each step has a clear job. The first step may check the code. The next step may build the application. Another step may run tests.If a test fails, the pipeline can stop. The team can then check the problem. If all checks pass, the code can move forward.This process can save time. It can also make delivery steps easier to follow. Teams can see where a problem started. They can then fix the issue before release.CI\/CD does not mean that every task must be automatic. Some releases may need human approval. This is common for important systems. The right process depends on the team and its needs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why CI\/CD Matters for Japanese Enterprises<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Many Japanese enterprises have large IT environments. Some have many applications and development teams. These teams may use different tools and work methods.This can make software delivery difficult to manage. One team may use manual tests. Another team may use automated tests. A third team may use a different release process.<br>CI\/CD can create a common process. Teams can use the same basic delivery steps. They can also use shared checks before release.<br>This does not mean every team must work in the same way. Teams can keep some local practices. They can still follow common rules for key delivery steps.<strong>DevOps \u7814\u4fee<\/strong> can help teams understand these rules. Training can explain how development and operations work together. It can also show how automation fits into daily work.<strong>DevOps corporate training Japan<\/strong> can support company-wide learning. Teams can learn the same basic ideas. They can then apply those ideas to their own systems.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How a CI\/CD Pipeline Works<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A CI\/CD pipeline has several small steps. Each step checks or prepares the software. The process can start when a developer saves new code.The first step can check the code format. It can also check for simple errors. The next step can build the application.<br>The pipeline can then run tests. Unit tests check small parts of the application. Integration tests check how different parts work together.Security checks can also run in the pipeline. These checks can look for common security issues. They can also check software packages for known problems.After testing, the pipeline can create a release package. This package can move to a test environment. The team can check the application there.A final approval can happen before production. Production means the live environment used by customers.This simple flow gives teams a clear path. It also makes failed steps easier to find.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Starting With Small Automation<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Teams do not need to automate everything at once. A small start can be easier to manage. It can also help teams learn from early results.A team can first automate code checks. It can then add a basic build step. After that, the team can add simple tests.<br>The next step can be a test environment. Developers can use this environment before production release.<br>Teams can later add security checks. They can also add approval rules and deployment steps.This approach keeps the process simple. It also gives teams time to understand each change.<strong>DevOps \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0<\/strong> can help teams plan this process. A consultant can review the current workflow. The team can then decide which tasks should be automated first.DevOpsSchool.jp can support this type of work through training and consulting. The focus can remain on the team&#8217;s real delivery process.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">DevOps \u7814\u4fee for Better Delivery Skills<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Good CI\/CD work needs more than tools. Teams also need the right skills. They need to understand what each pipeline step does.<br><strong>DevOps \u7814\u4fee<\/strong> can help engineers learn these skills. Training can cover source control, testing, pipelines, and releases.<br>Source control means keeping code changes in a shared system. It helps teams track changes. It also helps teams work on the same project.Training can include simple pipeline exercises. Learners can build a small pipeline. They can then create a failed test. They can see how the pipeline reacts.This type of practice can make learning easier. Engineers can see the process instead of only reading about it.<strong>DevOps \u7814\u4fee<\/strong> can also help teams understand shared ownership. Developers and operations teams can work toward the same delivery goals.The training should match the team&#8217;s skill level. It should also use tools that the team can understand and maintain.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">DevOps \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0 for Process Improvement<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Some companies already have CI\/CD tools. Their main problem may be the process itself. A pipeline may have too many steps. Tests may also take too long.<strong>DevOps \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0<\/strong> can help teams review these issues. The first step can be a simple process review.The team can list every delivery step. It can then ask a few basic questions. Does this step add value? Can this step be automated? Does this step cause delays?The review can also look at failed releases. It can check how teams respond to those failures.A good process should be easy to understand. It should also be easy to update.A <strong>DevOps consultant Japan<\/strong> can support this type of review. The consultant can help with planning and technical decisions.DevOpsSchool.jp provides <strong>DevOps \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0<\/strong> for organizations that need technical guidance. The exact work depends on the current environment and business needs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Kubernetes \u7814\u4fee for Modern Application Delivery<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Many teams now use containers for application delivery. A container packages an application with its needed files. This can make application movement easier.Kubernetes helps teams manage containers. It can run many application containers across a cluster. A cluster is a group of systems that work together.A CI\/CD pipeline can build a container image. It can then test that image. After testing, the pipeline can send it to Kubernetes.This creates a clear link between development and deployment. Developers can make changes. The pipeline can build and test those changes. Kubernetes can then run the new version.<strong>Kubernetes \u7814\u4fee<\/strong> can help teams learn this process. Training can cover basic Kubernetes objects and deployments. It can also cover services and common problems.Teams should start with the basic ideas. They can learn advanced features later. This keeps learning simple and focused.<strong>Kubernetes \u7814\u4fee<\/strong> can be part of a wider <strong>DevOps \u7814\u4fee<\/strong> plan. It can help teams build skills for container-based delivery.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Terraform \u7814\u4fee and Infrastructure as Code<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Software delivery also needs infrastructure. Infrastructure can include servers, networks, and cloud resources.<br>Infrastructure as Code means managing these resources with code. Terraform is a popular tool for this approach.<br>With Terraform, teams can write infrastructure settings in files. They can review these files before making changes.<br>This can make infrastructure work easier to track. It can also reduce repeated manual work.<br>A CI\/CD pipeline can check Terraform code. It can create a plan before changes are applied. Engineers can review that plan first.<br><strong>Terraform \u7814\u4fee<\/strong> can teach teams how this process works. It can cover Terraform files, plans, state, and modules.<br>Teams can also learn how to manage changes safely. Small changes are often easier to review.<br><strong>Terraform \u7814\u4fee<\/strong> can support teams that want stronger cloud automation. It can also connect infrastructure work with wider <strong>DevOps \u7814\u4fee<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">SRE \u7814\u4fee, DevSecOps \u7814\u4fee, and MLOps \u7814\u4fee<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">CI\/CD is part of a larger engineering process. Other practices can add more value to the delivery system.<br>SRE focuses on service reliability. It helps teams think about system health and incidents.<br><strong>SRE \u7814\u4fee<\/strong> can teach teams how to watch service health. It can also cover alerts and incident work.<br>DevSecOps brings security into development. Security checks can run before release. This can help teams find some problems earlier.<strong>DevSecOps \u7814\u4fee<\/strong> can cover secure coding and dependency checks. It can also cover secrets and access control.<br>MLOps supports machine learning work. Machine learning systems have special needs. They may use data, models, and separate testing steps.<strong>MLOps \u7814\u4fee<\/strong> can teach teams how to manage these workflows.These areas can build on CI\/CD skills. Teams can add them when their needs grow.<strong>SRE \u7814\u4fee<\/strong>, <strong>DevSecOps \u7814\u4fee<\/strong>, and <strong>MLOps \u7814\u4fee<\/strong> can each support a different part of modern software work.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Choosing a DevOps Consultant in Japan<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Companies may need outside help for difficult technical work. A <strong>DevOps consultant Japan<\/strong> can help review tools and processes.<br>The company should first define the main problem. The problem may be slow releases. It may also be repeated deployment errors.<br>The consultant should understand the current environment. This includes applications, infrastructure, tools, and team skills.<br>Clear communication is also important. Teams should understand why a change is needed.The consultant should also explain the work in simple terms. This helps managers and engineers stay aligned.<strong>DevOps \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0<\/strong> can cover process review and technical planning. It can also include implementation support.A company should choose support based on its actual needs. There is no single CI\/CD design for every organization.DevOpsSchool.jp supports Japanese enterprises, engineering teams, IT managers, and DevOps professionals. Its services include consulting, training, implementation assistance, and technical support.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Getting Ongoing DevOps Support in Japan<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A CI\/CD system needs regular care. Applications change over time. Infrastructure also changes. New tools may enter the environment.These changes can affect pipelines. A pipeline may fail after a tool update. A deployment process may also need changes.<strong>DevOps support Japan<\/strong> can help teams handle such issues. Support may include pipeline checks and troubleshooting.<br>It may also include cloud support. Teams may need help with containers or infrastructure code.<strong>DevOps support Japan<\/strong> can also help when teams need advice during technical changes.Ongoing support should match the team&#8217;s real needs. Some teams may need regular technical help. Others may need support only for specific projects.DevOpsSchool.jp offers ongoing professional support as part of its service model. Support can cover DevOps tools, cloud systems, automation, and related technologies.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Service Areas for CI\/CD Improvement<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Service Area<\/th><th>What It Covers<\/th><th>Who It Helps<\/th><\/tr><\/thead><tbody><tr><td>CI\/CD Automation<\/td><td>Builds, tests, and releases<\/td><td>Development teams<\/td><\/tr><tr><td>DevOps \u7814\u4fee<\/td><td>DevOps skills and methods<\/td><td>Engineers<\/td><\/tr><tr><td>DevOps \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0<\/td><td>Process and tool review<\/td><td>IT managers<\/td><\/tr><tr><td>Kubernetes \u7814\u4fee<\/td><td>Containers and Kubernetes<\/td><td>Platform teams<\/td><\/tr><tr><td>Terraform \u7814\u4fee<\/td><td>Infrastructure as Code<\/td><td>Cloud teams<\/td><\/tr><tr><td>SRE \u7814\u4fee<\/td><td>Reliability and operations<\/td><td>Operations teams<\/td><\/tr><tr><td>DevSecOps \u7814\u4fee<\/td><td>Security and delivery<\/td><td>Security teams<\/td><\/tr><tr><td>MLOps \u7814\u4fee<\/td><td>Machine learning delivery<\/td><td>ML teams<\/td><\/tr><tr><td>DevOps support Japan<\/td><td>Technical support<\/td><td>Engineering teams<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Common Mistakes Organizations Make<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. Automating Everything Too Soon<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Automation should solve a real problem. Teams should first understand the current process.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. Using Too Many Tools<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">More tools do not always create better results. Teams should choose tools they can manage.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. Skipping Basic Tests<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Basic tests can catch simple problems. They should be part of the delivery process.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. Ignoring Security<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Security checks should not wait until the final release. <strong>DevSecOps \u7814\u4fee<\/strong> can help teams learn earlier checks.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. Making Pipelines Too Complex<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A complex pipeline can be hard to fix. Each step should have a clear purpose.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6. Making Manual Infrastructure Changes<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Manual changes can be hard to track. <strong>Terraform \u7814\u4fee<\/strong> can help teams learn Infrastructure as Code.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7. Using Kubernetes Without Training<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Kubernetes has many concepts. <strong>Kubernetes \u7814\u4fee<\/strong> can help teams learn the basic skills first.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">8. Looking Only at Release Speed<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Fast releases are useful. But teams should also check failures and service health.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">9. Treating Training as a One-Time Task<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Skills need practice. <strong>DevOps \u7814\u4fee<\/strong> should connect learning with daily work.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">10. Forgetting Support After Implementation<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Tools need updates and care. <strong>DevOps support Japan<\/strong> can help teams manage ongoing technical work.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">A Simple Example<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Imagine a fictional Japanese company called Mirai Works. The company has three software teams.Each team uses a different release process. One team runs tests by hand. Another team uses scripts. The third team has a simple pipeline.This creates confusion. Releases also take different amounts of time.The company decides to create one basic delivery process. It starts with code checks and simple tests.Next, the company adds an automated build step. It then creates a shared test environment.The team later adds security checks. It also adds an approval step before production.The company starts using containers for one application. The platform team begins <strong>Kubernetes \u7814\u4fee<\/strong>. Cloud engineers begin <strong>Terraform \u7814\u4fee<\/strong>.Developers take part in <strong>DevOps \u7814\u4fee<\/strong>. Managers also learn the basic delivery process.The company uses <strong>DevOps \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0<\/strong> to review its workflow. It later uses <strong>DevOps support Japan<\/strong> for selected technical issues.This example is fictional. It shows how a team can improve step by step.DevOpsSchool.jp could support this type of learning and implementation work.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How DevOpsSchool.jp Can Help<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">DevOpsSchool.jp is a Japan-focused technology training and consulting platform. It supports DevOps, SRE, DevSecOps, MLOps, and cloud-native technologies.Its services can include corporate training, consulting, implementation assistance, freelancer support, and ongoing technical support.<strong>DevOps corporate training Japan<\/strong> can help companies train several team members. Training can focus on shared tools and work methods.<strong>DevOps consultant Japan<\/strong> support can help companies review delivery processes. It can also help with technical planning.Teams can use <strong>DevOps \u7814\u4fee<\/strong> to build basic DevOps skills. They can use <strong>Kubernetes \u7814\u4fee<\/strong> for container skills.<strong>Terraform \u7814\u4fee<\/strong> can support infrastructure automation. <strong>SRE \u7814\u4fee<\/strong> can support reliability work.<strong>DevSecOps \u7814\u4fee<\/strong> can support secure delivery. <strong>MLOps \u7814\u4fee<\/strong> can support machine learning workflows.<strong>DevOps \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0<\/strong> can help when teams need technical guidance. <strong>DevOps support Japan<\/strong> can help with ongoing technical needs.The right service depends on the company. Each team has different systems, tools, and goals.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">FAQs<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. What is CI\/CD automation?<\/strong><br>CI\/CD automation uses tools to run repeated delivery tasks. These tasks include building, testing, and releasing software. It can reduce manual work. It can also make delivery steps easier to follow. Teams can still keep human approval when a release needs it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. How can DevOps \u7814\u4fee help engineers?<\/strong><br>DevOps \u7814\u4fee can teach engineers the basic ideas behind modern software delivery. It can cover source control, testing, automation, containers, and releases. Practical tasks can make the learning easier. Teams can then use these skills in their own daily work.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. What is DevOps corporate training Japan?<\/strong><br>DevOps corporate training Japan means DevOps training for company teams. It can focus on tools, processes, and team skills. Training can match the team&#8217;s current level. It can also use examples that relate to the company&#8217;s software delivery work.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4. When is DevOps \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0 useful?<\/strong><br>DevOps \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0 can help when delivery work has clear problems. These problems may include slow releases or unclear processes. A consultant can review the current workflow. The team can then decide which changes fit its own environment.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5. Why do teams need Kubernetes \u7814\u4fee?<\/strong><br>Kubernetes \u7814\u4fee can help engineers understand container management. It can explain basic Kubernetes objects and deployments. It can also cover common issues. This training can help teams build a clear foundation before they use more advanced Kubernetes features.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>6. What does Terraform \u7814\u4fee teach?<\/strong><br>Terraform \u7814\u4fee can teach Infrastructure as Code. Engineers can learn how to describe infrastructure with code. They can also learn about plans, state, and modules. These skills can help teams manage cloud infrastructure in a more repeatable way.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>7. How does SRE \u7814\u4fee connect with CI\/CD?<\/strong><br>SRE \u7814\u4fee teaches teams to focus on service reliability. It can cover service health, alerts, and incidents. These ideas are useful after deployment. CI\/CD can deliver software, while SRE practices can help teams check how that software performs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>8. What is the role of DevSecOps \u7814\u4fee?<\/strong><br>DevSecOps \u7814\u4fee helps teams add security during software development. Training can cover code checks, dependency checks, secrets, and access rules. These checks can become part of the delivery process. This can help teams find some security problems earlier.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>9. Who should take MLOps \u7814\u4fee?<\/strong><br>MLOps \u7814\u4fee can help teams that build machine learning systems. It can cover data, models, testing, and deployment. These systems can have different needs from normal applications. MLOps training can help teams create clear steps for machine learning work.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>10. What can a DevOps consultant Japan do?<\/strong><br>A DevOps consultant Japan can review software delivery processes. The consultant may also review cloud systems and automation tools. The work can include planning and technical guidance. The exact role depends on the company&#8217;s systems and the problems it wants to solve.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Final Thoughts<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">CI\/CD automation can make software delivery easier to manage. It can reduce repeated manual work. It can also create clear steps for testing and release.Teams should start with simple automation. They can add more steps as their needs grow.<strong>DevOps \u7814\u4fee<\/strong> can help engineers build the right foundation. <strong>Kubernetes \u7814\u4fee<\/strong> can support container skills. <strong>Terraform \u7814\u4fee<\/strong> can support infrastructure work.<strong>SRE \u7814\u4fee<\/strong> can add reliability skills. <strong>DevSecOps \u7814\u4fee<\/strong> can add security skills. <strong>MLOps \u7814\u4fee<\/strong> can support machine learning teams.<strong>DevOps \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0<\/strong> can help with process planning. <strong>DevOps corporate training Japan<\/strong> can support team learning. A <strong>DevOps consultant Japan<\/strong> can provide technical guidance. <strong>DevOps support Japan<\/strong> can help with ongoing needs. DevOpsSchool.jp can support these areas through training, consulting, implementation, and technical support.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction Software teams need a simple way to deliver new code. They also need a safe way to release changes. [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[20,556,557,45,558],"class_list":["post-962","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-devops","tag-devopsautomation","tag-devopsjapan","tag-kubernetes","tag-terraform"],"_links":{"self":[{"href":"https:\/\/gastrohospitals.com\/blog\/wp-json\/wp\/v2\/posts\/962","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gastrohospitals.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gastrohospitals.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gastrohospitals.com\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/gastrohospitals.com\/blog\/wp-json\/wp\/v2\/comments?post=962"}],"version-history":[{"count":1,"href":"https:\/\/gastrohospitals.com\/blog\/wp-json\/wp\/v2\/posts\/962\/revisions"}],"predecessor-version":[{"id":964,"href":"https:\/\/gastrohospitals.com\/blog\/wp-json\/wp\/v2\/posts\/962\/revisions\/964"}],"wp:attachment":[{"href":"https:\/\/gastrohospitals.com\/blog\/wp-json\/wp\/v2\/media?parent=962"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gastrohospitals.com\/blog\/wp-json\/wp\/v2\/categories?post=962"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gastrohospitals.com\/blog\/wp-json\/wp\/v2\/tags?post=962"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}