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1. **Scenario:** Your organization is experiencing intermittent outages in its production environment, impacting customer experience. How would you approach troubleshooting and resolving these outages?

**Answer:** Initially, I would gather information from monitoring tools, such as alerts, logs, and metrics, to understand the scope and severity of the outages. I would then conduct a systematic investigation, starting with identifying recent changes or deployments that may have triggered the issue. Additionally, I would analyze system performance metrics and conduct stress tests to identify any bottlenecks or resource constraints. If necessary, I would engage with cross-functional teams, including developers and network engineers, to gain insights and collaborate on troubleshooting efforts. Once the root cause is identified, I would work towards implementing a resolution plan, including rollback procedures if applicable, and preventive measures to avoid future occurrences.

2. **Scenario:** Your team is tasked with optimizing costs in the cloud environment without sacrificing performance or reliability. How would you approach this challenge?

**Answer:** To optimize costs in the cloud environment, I would start by conducting a comprehensive review of our cloud resources and usage patterns. I would leverage cloud cost management tools, such as AWS Cost Explorer or Google Cloud Cost Management, to analyze spending and identify areas for optimization. This may involve rightsizing instances, implementing reserved instances or savings plans, leveraging spot instances for non-critical workloads, and optimizing storage and data transfer costs. Additionally, I would establish cost monitoring and governance processes to track spending and enforce cost-saving policies across the organization.

3. **Scenario:** Your team is adopting a microservices architecture for a new project, and you're tasked with designing a monitoring solution to ensure the reliability and performance of the microservices. How would you approach this task?

**Answer:** In designing a monitoring solution for a microservices architecture, I would focus on capturing key metrics related to service health, performance, and dependencies. This may include metrics such as response times, error rates, throughput, and resource utilization for each microservice. I would leverage distributed tracing tools like Jaeger or Zipkin to trace requests across service boundaries and identify performance bottlenecks. Additionally, I would implement centralized logging and aggregation using tools like ELK stack or Splunk to correlate logs and metrics for troubleshooting purposes. Visualization tools such as Grafana or Kibana would be used to create dashboards and alerts for real-time monitoring and analysis of system behavior.

1. **Q: Can you explain the differences between public, private, and hybrid clouds, and how they impact networking architecture?**
A: Public clouds are hosted by third-party providers, accessible over the internet, while private clouds are dedicated to a single organization, offering greater control and security. Hybrid clouds combine both, allowing data and applications to be shared between them, impacting networking architecture by requiring seamless integration and connectivity between environments.

2. **Q: How do you ensure security in a cloud networking environment, especially when dealing with sensitive data?**
A: Security in a cloud environment involves implementing robust authentication, encryption, and access control mechanisms, utilizing services like identity and access management (IAM), encryption protocols, and regular security audits to safeguard sensitive data.

3. **Q: What is a Virtual Private Cloud (VPC), and how does it differ from traditional networking setups?**
A: A VPC is a virtual network dedicated to an organization within a public cloud infrastructure, allowing users to define their own IP address range, subnets, route tables, and network gateways. It differs from traditional setups by providing greater flexibility, scalability, and control over network resources.

4. **Q: Describe the concept of subnetting in cloud networking and its significance.**
A: Subnetting involves dividing a larger network into smaller, manageable sub-networks. In a cloud environment, it helps optimize network traffic, enhance security through segmentation, and facilitate resource allocation based on specific requirements.

5. **Q: How do you handle network latency and ensure optimal performance in a cloud environment?**
A: Strategies such as deploying servers closer to end-users, optimizing routing paths, utilizing content delivery networks (CDNs), and implementing caching mechanisms help address network latency and ensure optimal performance in the cloud.

6. **Q: Can you discuss the role of load balancers in cloud networking and how they contribute to scalability and reliability?**
A: Load balancers distribute incoming traffic across multiple servers or resources to ensure optimal utilization and prevent overload on any single component. They contribute to scalability, fault tolerance, and high availability by dynamically routing requests based on predefined algorithms.

7. **Q: Explain the process of setting up and managing VPN connections in a cloud infrastructure.**
A: Setting up and managing VPN connections involves configuring virtual private gateways, customer gateways, and VPN connections to enable secure communication between on-premises networks and cloud resources over encrypted tunnels.

โœจ Devops Scenario Based Interview Questions โœจ

Hello Linkdin Fam ๐Ÿš€ Here are some Scenario Based Interview Questions which includes all key points and can help you in your preparation โœจ

1. **Scenario:** You've just deployed a new version of an application to production, but shortly after deployment, users are reporting issues with slow response times. What steps would you take to troubleshoot and resolve this issue?

**Question:** Can you walk me through your troubleshooting process in this scenario, including the tools you would use and the specific checks you would perform?

**Answer:** First, I would check the application logs and performance metrics to identify any anomalies or errors. Then, I would use monitoring tools like Prometheus or Datadog to analyze system performance and resource utilization. Next, I would inspect the network traffic using tools like Wireshark to identify any bottlenecks. Additionally, I would examine the infrastructure configuration to ensure it aligns with best practices. Finally, I would collaborate with developers to pinpoint any code changes that might be causing the slowdown and implement necessary fixes.

2. **Scenario:** A critical security vulnerability has been identified in one of the software components used in your infrastructure. How would you handle this situation?

**Question:** Describe your approach to patching and updating software components in your infrastructure to address security vulnerabilities while minimizing downtime and impact on ongoing operations.

**Answer:** Firstly, I would verify the severity and impact of the vulnerability by consulting relevant security advisories and resources. Then, I would prioritize patching based on the criticality of the vulnerability and the potential risk to the organization. To minimize downtime, I would schedule patching during off-peak hours and utilize techniques like blue-green deployments or canary releases. Additionally, I would automate the patching process using configuration management tools like Ansible or Puppet to ensure consistency and efficiency across the infrastructure.

3. **Scenario:** Your team is working on a project that requires seamless integration and deployment of code across multiple environments, including development, testing, staging, and production. How would you design and implement a CI/CD pipeline for this project?

**Question:** Can you outline the key components of the CI/CD pipeline you would design for this project, including the tools you would use and the specific stages in the pipeline?

**Answer:** For this project, I would design a CI/CD pipeline consisting of several stages, including source code management, automated testing, deployment to development, testing, and staging environments, and finally, production deployment. I would use tools like GitLab CI/CD or Jenkins for pipeline orchestration, Docker for containerization, and Kubernetes for orchestration.

AWS Key Services โœจ

PART 1:-


1. AWS CodePipeline:
AWS CodePipeline is a fully managed continuous integration and continuous delivery (CI/CD) service that automates the build, test, and deployment phases of the software release process. With CodePipeline, DevOps teams can create custom pipelines to orchestrate the flow of code changes from source code repositories to production environments.

2. AWS CodeBuild:
AWS CodeBuild is a fully managed build service that compiles source code, runs tests, and produces deployable artifacts. It supports a variety of programming languages and build tools, allowing teams to build and test their applications quickly and efficiently. CodeBuild integrates seamlessly with other AWS services, such as CodePipeline, enabling automated build processes as part of CI/CD pipelines.

3. AWS CodeDeploy:
AWS CodeDeploy automates the deployment of applications to a variety of compute services, including Amazon EC2 instances, AWS Lambda functions, and on-premises servers. It provides flexible deployment options, such as blue/green deployments and rolling updates, to minimize downtime and ensure smooth transitions between versions.

4. AWS CodeCommit:
AWS CodeCommit is a fully managed source control service that hosts Git repositories in the cloud. It provides secure and scalable storage for code assets, enabling teams to collaborate effectively and version control their applications. CodeCommit integrates seamlessly with other AWS services, such as CodePipeline and CodeBuild, to automate code workflows and enforce best practices, such as code reviews and branch policies.

5. AWS Elastic Beanstalk:
AWS Elastic Beanstalk is a platform as a service (PaaS) offering that simplifies the deployment and management of web applications. It automatically provisions and scales the underlying infrastructure, allowing developers to focus on writing code and building features. Elastic Beanstalk supports popular programming languages and frameworks, such as Java, .NET, Node.js, and Docker containers, making it easy to deploy a wide range of applications.

6. AWS CloudFormation:
AWS CloudFormation is a powerful infrastructure as code (IaC) service that allows teams to define and provision AWS resources using declarative templates. It automates the process of provisioning and managing infrastructure, enabling teams to replicate environments consistently and efficiently. CloudFormation templates can be version-controlled, shared, and reused across projects, promoting collaboration and standardization.

7. AWS Lambda:
AWS Lambda is a serverless compute service that allows developers to run code without provisioning or managing servers. It supports a variety of programming languages, including Python, Node.js, and Java, and scales automatically in response to incoming traffic.

AWS key Services โœจ

PART 2:-


8. Amazon ECS (Elastic Container Service):
Amazon ECS is a fully managed container orchestration service that allows you to run, stop, and manage Docker containers on a cluster of EC2 instances. It integrates seamlessly with other AWS services, such as Elastic Load Balancing and Auto Scaling, to automate container management and scale applications dynamically. ECS supports both Fargate, a serverless compute engine for containers, and EC2 launch types, providing flexibility and control over deployment options. With ECS, DevOps teams can build scalable and resilient containerized applications, improve resource utilization, and reduce operational overhead.

9. Amazon EKS (Elastic Kubernetes Service):
Amazon EKS is a fully managed Kubernetes service that simplifies the deployment, management, and scaling of containerized applications using Kubernetes. It provides a highly available and secure Kubernetes control plane, eliminating the need for DevOps teams to manage infrastructure components manually. EKS integrates seamlessly with AWS services, such as IAM for authentication and authorization, and CloudWatch for monitoring and logging.

10. AWS CloudWatch:
AWS CloudWatch is a monitoring and observability service that provides real-time insights into the performance and health of your AWS resources and applications. It collects and stores metrics, logs, and events from AWS services, allowing DevOps teams to monitor application performance, troubleshoot issues, and optimize resource utilization. CloudWatch offers features such as customizable dashboards, alarms, and automated actions, enabling teams to proactively monitor and respond to changes in their environments.

11. AWS CloudTrail:
AWS CloudTrail is a logging service that records API calls and events made within your AWS account, providing a complete audit trail of actions taken by users, applications, and AWS services. It helps DevOps teams track changes to resources, troubleshoot operational issues, and ensure compliance with security and governance requirements. CloudTrail logs can be analyzed, archived, and monitored in real-time using AWS services such as CloudWatch Logs and Amazon S3.

12. AWS Systems Manager:
AWS Systems Manager is a unified operations management service that allows you to automate administrative tasks, configure and manage AWS resources, and monitor system performance from a centralized dashboard. It provides capabilities such as Run Command for executing commands remotely on EC2 instances, Parameter Store for securely storing and managing configuration data, and Automation for orchestrating workflows and remediation tasks. Systems Manager integrates seamlessly with other AWS services, such as CloudWatch and AWS Config, to provide end-to-end visibility and control over your infrastructure.

โœจ LINUX SCENARIO BASED INTERVIEW QUESTIONS โœจ

Hello Connections! โœจ Here are some frequently asked scenario based questions for linux. Feel free to repost/share. #linux #devops #aws #awscommunity

**Interviewer:** Can you describe a scenario where you need to troubleshoot a performance issue on a Linux server?

**Answer:** Sure. Let's say there is a web application running on a Linux server, and users are reporting slow response times. The first step would be to check the system resource utilization using commands like `top`, `htop`, or `ps`. This would give an overview of CPU, memory, and disk usage.

**Interviewer:**let's say the CPU usage is high. How would you identify the processes consuming the most CPU?

**Answer:** I would use the `top` command and sort processes by CPU usage. Alternatively, I could use `ps` with options like `aux --sort=-%cpu` to list processes by CPU consumption. Once identified, I would investigate those processes further to understand why they are consuming so much CPU.

**Interviewer:** Suppose the CPU usage seems normal, but the memory usage is high. How would you troubleshoot this issue?

**Answer:** In that case, I would use commands like `free -m` or `vmstat` to check memory usage. If a specific process is consuming a lot of memory, I would use `ps` to identify it. Additionally, I would check for memory leaks in the application code or excessive caching. If necessary, I might adjust the application's memory settings or add more RAM to the server.

**Interviewer:** What steps would you take if you suspect disk I/O is causing the performance issue?

**Answer:** To investigate disk I/O issues, I would use commands like `iostat` or `iotop` to monitor disk activity and identify any processes causing high I/O. I would also check for disk bottlenecks, such as a full disk or a failing disk drive. Optimizing disk I/O could involve tuning filesystem settings, upgrading to faster storage, or distributing load across multiple disks.

**Interviewer:** Can you explain how you would automate the deployment process of a web application on multiple Linux servers?

**Answer:** Absolutely. I would use a configuration management tool like Ansible, Puppet, or Chef to automate the deployment process. I'd write playbooks or manifests to define the desired state of each server, including installing dependencies, configuring web servers, deploying the application code, and restarting services if needed. With these tools, I can ensure consistency across all servers and easily scale the deployment as needed.

**Interviewer:** One last question: How would you ensure the security of the Linux servers in your environment?

**Answer:** Security is paramount in any environment. To secure Linux servers, I would implement best practices such as regularly applying security patches, using strong passwords and SSH key-based authentication, configuring firewalls (like iptables or firewalld) to restrict access, enabling SELinux.

1. **Monitoring and Incident Response**: I start by checking the health and performance of our systems using monitoring tools like Prometheus, Grafana, or ELK stack. If there are any alerts or incidents, I respond promptly to investigate and resolve them to ensure minimal downtime and disruption to our services.

2. **Infrastructure Management**: I manage our cloud infrastructure on AWS, ensuring scalability, reliability, and security. This involves provisioning, configuring, and optimizing resources such as EC2 instances, S3 buckets, or Kubernetes clusters based on the needs of our applications.

3. **Continuous Integration/Continuous Deployment (CI/CD)**: I work on automating and optimizing our CI/CD pipelines using tools like Jenkins, GitLab CI/CD, or CircleCI. This includes writing and maintaining pipeline scripts, integrating with version control systems, and orchestrating deployments across different environments (dev, staging, production).

4. **Configuration Management**: I use tools like Ansible, Chef, or Puppet to automate the configuration and management of our servers and applications. This ensures consistency and repeatability across our infrastructure, reducing the chances of configuration drift and manual errors.

5. **Collaboration and Communication**: I collaborate closely with developers, QA engineers, and other stakeholders to understand their requirements and provide support for their workflows. I also participate in meetings and discussions to share updates, gather feedback, and align on priorities.

6. **Security and Compliance**: I implement security best practices and compliance standards (such as GDPR, HIPAA) across our infrastructure and applications. This includes regular vulnerability assessments, patch management, and access control measures to protect our data and systems from potential threats.

7. **Documentation and Knowledge Sharing**: I document our infrastructure, processes, and best practices to ensure that knowledge is shared effectively within the team. This includes creating runbooks, architectural diagrams, and troubleshooting guides to help onboard new team members and facilitate smooth operations.

8. **Continuous Learning and Improvement**: I stay updated on the latest trends, technologies, and best practices in DevOps through reading, online courses, and attending conferences or meetups. I also actively seek feedback and identify areas for improvement in our processes and workflows to drive efficiency and innovation.

Overall, my goal is to enable our development teams to deliver high-quality software faster and more reliably by building and maintaining robust, automated, and scalable infrastructure and processes.
-----------------------------------------------------------------------------------------------------------------

100: informational requests
200: successful requests
300: redirects
400: client error
500: server error

๐–๐ก๐š๐ญ ๐ข๐ฌ ๐ฌ๐ฐ๐š๐ฉ ๐ฌ๐ฉ๐š๐œ๐ž?
Ans: Swap space in Linux is used when the amount of physical memory (RAM) is full.
If the system needs more memory resources and the RAM is full, inactive pages in memory are moved to the swap space.

๐Ÿ. ๐’๐ž๐š๐ซ๐œ๐ก ๐š ๐ฐ๐จ๐ซ๐ ๐ข๐ง ๐š ๐Ÿ๐ข๐ฅ๐ž ๐š๐ง๐ ๐ซ๐ž๐ฉ๐ฅ๐š๐œ๐ž ๐ข๐ญ ๐ข๐ง ๐ž๐ง๐ญ๐ข๐ซ๐ž ๐Ÿ๐ข๐ฅ๐ž?
Ans: Using sed command.
sed 's/<string_to_change>/<new_string>/g' file_name

๐Ÿ‘. ๐–๐ก๐š๐ญ ๐ข๐ฌ ๐ฎ๐ฌ๐ž ๐จ๐Ÿ ๐’๐‚๐ ๐œ๐จ๐ฆ๐ฆ๐š๐ง๐?
Ans: The scp command copies files or directories between a local and a remote system or between two remote systems.
SCP uses SSH for data transfer.

๐Ÿ’. ๐๐š๐ฆ๐ž ๐๐ž๐Ÿ๐š๐ฎ๐ฅ๐ญ ๐ฉ๐จ๐ซ๐ญ๐ฌ ๐ฎ๐ฌ๐ž๐ ๐Ÿ๐จ๐ซ ๐ƒ๐๐’, ๐’๐Œ๐“๐, ๐…๐“๐, ๐’๐’๐‡, ๐ƒ๐‡๐‚๐, ๐ก๐ญ๐ญ๐ฉ ๐š๐ง๐ ๐ก๐ญ๐ญ๐ฉ๐ฌ?
Ans: DNS - 53
SMTP - 25
FTP - 21
SSH - 22
DHCP - 67,68
Http - 80
Https - 443

๐Ÿ“. ๐–๐ก๐ข๐œ๐ก ๐จ๐Ÿ ๐ญ๐ก๐ž ๐Ÿ๐จ๐ฅ๐ฅ๐จ๐ฐ๐ข๐ง๐  ๐œ๐จ๐ง๐ญ๐š๐ข๐ง๐ฌ ๐ญ๐ก๐ž ๐ฏ๐š๐ฅ๐ฎ๐ž ๐จ๐Ÿ ๐ญ๐ก๐ž ๐ž๐ฑ๐ข๐ญ ๐ฌ๐ญ๐š๐ญ๐ฎ๐ฌ ๐จ๐Ÿ ๐ญ๐ก๐ž ๐ฉ๐ซ๐ž๐ฏ๐ข๐จ๐ฎ๐ฌ๐ฅ๐ฒ ๐ž๐ฑ๐ž๐œ๐ฎ๐ญ๐ž๐ ๐œ๐จ๐ฆ๐ฆ๐š๐ง๐?
Ans: $?

๐Ÿ”. ๐–๐ก๐š๐ญ ๐ข๐ฌ ๐ญ๐ก๐ž ๐๐ข๐Ÿ๐Ÿ๐ž๐ซ๐ž๐ง๐œ๐ž ๐›๐ž๐ญ๐ฐ๐ž๐ž๐ง ๐Ÿ๐ข๐ง๐ ๐š๐ง๐ ๐ฅ๐จ๐œ๐š๐ญ๐ž ๐œ๐จ๐ฆ๐ฆ๐š๐ง๐?
Ans: locate command search in it's own db and you will need to keep updating db.

๐Ÿ•. ๐–๐ก๐š๐ญ ๐ข๐ฌ ๐—๐š๐ซ๐ ๐ฌ ๐ฎ๐ฌ๐ž๐ ๐Ÿ๐จ๐ซ?
Ans: It convert the stdInput into command line argument.

๐Ÿ–. ๐‡๐จ๐ฐ ๐ฒ๐จ๐ฎ ๐œ๐š๐ง ๐Ÿ๐ข๐ง๐ ๐ง๐จ. ๐จ๐Ÿ ๐Ÿ๐ข๐ฅ๐ž๐ฌ, ๐Ÿ๐จ๐ฅ๐๐ž๐ซ๐ฌ ๐ข๐ง ๐š ๐๐ข๐ซ๐ž๐œ๐ญ๐จ๐ซ๐ฒ?
Ans: ls -1 | wc -l

๐Ÿ—. ๐ˆ๐Ÿ ๐ฒ๐จ๐ฎ ๐ฐ๐š๐ง๐ญ ๐ญ๐จ ๐ซ๐ž๐š๐ ๐จ๐ง๐ฅ๐ฒ ๐ฅ๐ข๐ง๐ž ๐Ÿ๐Ÿ” ๐ญ๐จ ๐Ÿ‘๐ŸŽ๐ญ๐ก ๐‹๐ข๐ง๐ž, ๐ก๐จ๐ฐ ๐ฒ๐จ๐ฎ ๐ฐ๐ข๐ฅ๐ฅ ๐๐จ ๐ข๐ญ?
Ans: head -30 file_name | tail -5

๐Ÿ๐ŸŽ. ๐‡๐จ๐ฐ ๐ญ๐จ ๐ซ๐ž๐๐ข๐ซ๐ž๐œ๐ญ ๐›๐จ๐ญ๐ก ๐ฌ๐ญ๐š๐ง๐๐š๐ซ๐ ๐จ๐ฎ๐ญ๐ฉ๐ฎ๐ญ ๐š๐ง๐ ๐ž๐ซ๐ซ๐จ๐ซ ๐ญ๐จ ๐š ๐Ÿ๐ข๐ฅ๐ž?
Ans: command > file 2>&1

๐Ÿ๐Ÿ. ๐–๐ก๐š๐ญ ๐ข๐ฌ ๐ฎ๐ฌ๐ž ๐จ๐Ÿ ๐€๐ญ ๐œ๐จ๐ฆ๐ฆ๐š๐ง๐?
Ans: Command used to schedule a task once.

๐Ÿ๐Ÿ. ๐–๐ก๐š๐ญ ๐ข๐ฌ ๐€๐‚๐‹ ๐š๐ง๐ ๐ข๐ญ'๐ฌ ๐š๐๐ฏ๐š๐ง๐ญ๐š๐ ๐ž?
Ans: Access Control List is used to modify the permissions of files.
for this we use setfacl and getfacl commands
Advantage: We can provide permission to a specific user.

๐Ÿ๐Ÿ‘. ๐‡๐จ๐ฐ ๐œ๐š๐ง ๐ฒ๐จ๐ฎ ๐ฌ๐ž๐ญ ๐ž๐ง๐ฏ๐ข๐ซ๐จ๐ง๐ฆ๐ž๐ง๐ญ ๐ฏ๐š๐ซ๐ข๐š๐›๐ฅ๐ž๐ฌ ๐ข๐ง ๐‹๐ข๐ง๐ฎ๐ฑ?
Ans: using export command (temporary)
to set variable for the current user - .bashrc
to set variable for globally - /etc/bashrc or /etc/profile

๐Ÿ๐Ÿ’. ๐–๐ก๐š๐ญ ๐œ๐จ๐ฆ๐ฆ๐š๐ง๐ ๐œ๐š๐ง ๐›๐ž ๐ฎ๐ฌ๐ž๐ ๐ญ๐จ ๐œ๐ก๐ž๐œ๐ค ๐ญ๐ก๐ž %๐‚๐๐” ๐š๐ง๐ %๐Œ๐ž๐ฆ๐จ๐ซ๐ฒ ๐จ๐Ÿ ๐š ๐ฉ๐ซ๐จ๐œ๐ž๐ฌ๐ฌ?
Ans: top command

๐Ÿ๐Ÿ“. ๐‚๐ซ๐ž๐š๐ญ๐ž ๐Ÿ๐ŸŽ๐ŸŽ ๐Ÿ๐ข๐ฅ๐ž๐ฌ ๐ฐ๐ข๐ญ๐ก ๐ง๐š๐ฆ๐ข๐ง๐  ๐Ÿ๐ข๐ฅ๐ž๐Ÿ, ๐Ÿ๐ข๐ฅ๐ž๐Ÿ ๐Ÿ๐ข๐ฅ๐ž๐Ÿ‘... ๐Ÿ๐ข๐ฅ๐ž๐Ÿ๐ŸŽ๐ŸŽ.
Ans: touch file{1..100}

๐Ÿ๐Ÿ”. ๐‘๐ฎ๐ง ๐š ๐œ๐จ๐ฆ๐ฆ๐š๐ง๐ ๐ญ๐ก๐š๐ญ ๐ฌ๐ก๐จ๐ฐ๐ฌ ๐š๐ฅ๐ฅ ๐ญ๐ก๐ž ๐ฅ๐ข๐ง๐ž๐ฌ ๐ž๐ฑ๐œ๐ž๐ฉ๐ญ ๐š๐ง๐ฒ ๐ฅ๐ข๐ง๐ž๐ฌ ๐ฌ๐ญ๐š๐ซ๐ญ๐ข๐ง๐  ๐ฐ๐ข๐ญ๐ก ๐ญ๐ก๐ž ๐š ๐œ๐ก๐š๐ซ๐š๐œ๐ญ๐ž๐ซ # ๐ข๐ง ๐š ๐Ÿ๐ข๐ฅ๐ž?
Ans: cat file | grep -v ^#
-----------------------------------------------------------------------------------------------------------------------------

kubectl apply and kubectl create are both commands used in Kubernetes for managing resources, but they have different purposes and behaviors:

1. kubectl apply:
• It is used to create or update resources based on the configuration provided.
• If the resource already exists, kubectl apply will perform an update by applying only the differences between the current resource and the configuration provided.
• It is a declarative command, meaning it attempts to achieve the desired state described in the configuration file.
2. kubectl create:
• It is used primarily to create new resources based on the configuration provided.
• If the resource already exists, kubectl create will return an error indicating that the resource already exists.
• It is an imperative command, meaning it directly performs the action specified by the configuration file.

In summary, kubectl apply is typically used for managing resources in a more declarative and idempotent manner, while kubectl create is used for creating resources directly and will fail if the resource already exists.

How do the pipelines trigger
Jenkins n git integration how or there any service account user any specific account of git to integrate
Jenkins n aws connection ela
K8s ela deploy chestunam configuration files r helm charts
Deployment strategies ela unnay thru git or any other?
     
 
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