DevOps Training
DevOps training: Jenkins, GitLab CI/CD, Terraform, Ansible, Docker, Kubernetes. Automation, CI/CD and Infrastructure as Code.
68 courses available
Showing the 68 most relevant courses out of 232 matched to this area. Browse the full training catalogue →
Beginner
Terraform for Beginners - Infrastructure As Code Fundamentals
Fundamental introductory training on infrastructure management as code using Terraform. The program starts with basic concepts and gradually guides participants through increasingly advanced topics, building a solid foundation of practical knowledge. Workshops are conducted as interactive sessions where each new concept is immediately reinforced through practical exercises. Special attention is given to understanding the basic mechanisms of the tool and best practices for organizing infrastructure code.
from 4,450 PLNDevOps Fundamentals
This training introduces participants to fundamental DevOps principles and practices. The program combines theory with intensive practical workshops where participants learn key tools and methodologies. Classes focus on building automated deployment processes, continuous integration, and monitoring. Special emphasis is placed on practical application of learned concepts in real production environments.
from 3,900 PLNDevOps Fundamentals for Java Enterprise Edition Projects
This three-day training introduces participants to the world of DevOps practices and tools in the context of Java Enterprise Edition projects. The course focuses on development process automation, continuous integration, and JEE application deployment. The program combines theory with practical workshops where participants learn tools and methodologies that streamline software delivery. Special emphasis is placed on practical aspects of implementing DevOps culture in development teams.
from 2,650 PLNDevOps Fundamentals - Culture, Practices, and Tools
The training introduces participants to fundamental DevOps principles and practices, placing particular emphasis on cultural and organizational aspects of this methodology. The program combines theory with practical workshops, during which participants learn not only technical tools but primarily how to implement DevOps culture in the organization. Classes focus on building bridges between development and operations teams, process automation, and creating effective collaboration practices.
from 3,900 PLNEdge Computing Fundamentals
The training provides thorough preparation for working with edge computing technologies in a distributed environment. The program is designed so that participants can learn both theoretical fundamentals and practical aspects of implementing edge processing. During workshops, participants learn to design solutions, create advanced applications, and integrate edge systems with cloud infrastructure. Classes are conducted in workshop format, where each topic is immediately verified in practice.
from 1,850 PLNIntroduction to Automation with Ansible - Basics and Best Practices
An introductory training course on infrastructure automation using Ansible, focusing on fundamental concepts and basic automation techniques. The training program is designed to allow participants to start working with the tool in practice from the ground up, going through the steps from installation to creating the first playbooks. The class is conducted in a workshop format, where each concept is immediately translated into practical exercises. The training methodology is based on gradual skill-building through practical tasks of increasing complexity.
from 1,050 PLNIntermediate
Jenkins 2: Creating CI/CD Pipelines
Practical training on creating advanced CI/CD pipelines in Jenkins 2. Participants will learn Declarative Pipeline capabilities, how to automate software build and deployment processes, and implement DevOps best practices. The program includes workshops on real use cases.
from 2,450 PLNBuilding CI/CD Pipelines with Jenkins X
Advanced Jenkins X training focusing on building modern CI/CD pipelines for applications in Kubernetes environments. The program covers automation of the entire application lifecycle, from commit to production deployment. Participants will learn GitOps and best practices in cloud-native CI/CD.
from 3,300 PLNCI/CD Implementation with GitLab CI
Practical training on implementing continuous integration and deployment processes using GitLab CI. The program covers configuration, automation, and pipeline optimization, along with applying DevOps best practices. Through workshops, participants learn to build, test, and deploy applications in an automated manner.
from 2,450 PLNDocker and Jenkins in DevOps
This training provides practical knowledge on Docker and Jenkins integration in DevOps environment. The program has been designed for participants to learn both theoretical foundations and practical CI/CD process automation aspects using these tools. During workshops, participants learn to configure pipelines, manage Docker images, and implement automated tests and deployments. Sessions are conducted in workshop format where each topic is immediately verified in practice through exercises on working environment.
from 2,450 PLNTerraform / OpenTofu — Infrastructure As Code
A hands-on Terraform and OpenTofu workshop from fundamentals to CI/CD: state management, building modules, multi-cloud, and license migration to OpenTofu — not an IaC tool comparison, a practical rollout.
from 3,900 PLNKubernetes-Native CI/CD Systems with Tekton Pipelines
This training focuses on implementing native CI/CD systems in Kubernetes environments using Tekton Pipelines. During practical workshops, participants will learn the architecture and components of Tekton, build their own pipelines, and integrate them with existing infrastructure. The program combines theory with practice, emphasizing hands-on labs and real implementation scenarios.
from 2,450 PLNTerraform — Infrastructure As Code in Practice
Training on Terraform (HashiCorp) covering HCL (HashiCorp Configuration Language), provider model (AWS, Azure, GCP), state management (remote backends, locking), modules and reusability, workspaces and environments, Terraform Cloud/Enterprise, existing infrastructure import, and CI/CD with Terraform.
from 3,450 PLNAI in DevOps - AIOps, ChatGPT for CI/CD and Automation
Using artificial intelligence to automate and optimize DevOps processes. The program covers intelligent monitoring, automatic incident response, and predictive operations. The training focuses on practical AI implementations in daily IT operations. Case study methodology ensures understanding of real benefits and challenges of AIOps implementation.
from 4,600 PLNCI/CD with Bitbucket Pipelines
Professional training dedicated to building and implementing CI/CD processes using Bitbucket Pipelines. Participants learn practical aspects of development process automation, from environment configuration to production deployment. The program combines theory with intensive workshops on real examples.
from 2,450 PLNDevOps with Private Cloud on IBM Power Systems: Ansible, Chef and Puppet
Learn how to plan, deploy and implement Ansible, Chef and Puppet in IBM Private Cloud on IBM Power Systems. This EITT training covers installation, configuration and management of these automation tools.
from 9,700 PLNJenkins for Continuous Integration in .NET
The training focuses on practical use of Jenkins for automating continuous integration and deployment processes in .NET projects. The program is delivered in workshop format where participants configure and implement full CI/CD pipelines. Classes combine theory with practice, enabling acquisition of competencies necessary for effective automation of development processes.
from 1,800 PLNOpenTofu and Flux CD — Open-Source Alternatives in the DevOps Ecosystem
Hands-on training covering two key open-source tools in the DevOps ecosystem. Participants learn OpenTofu as a Terraform alternative for infrastructure management and Flux CD as a GitOps controller for Kubernetes. The program covers integration of both tools into a cohesive IaC + GitOps pipeline and production scenarios.
from 2,950 PLNPractical DevOps Implementation and Tools
Practical training on DevOps implementation with hands-on tool experience. Learn CI/CD pipelines, automation strategies, and infrastructure as code for modern software delivery.
from 3,900 PLNContinuous Integration and Deployment (CI/CD) with Python
This training focuses on practical aspects of implementing continuous integration and continuous delivery processes for Python applications. The program guides participants through the entire software lifecycle, from development environment configuration to automatic production deployments. Sessions are conducted in workshop format where participants build their own CI/CD pipelines, learning from practical examples and real scenarios.
from 2,450 PLNDevOps with Atlassian Bamboo
This training provides thorough preparation for working with Atlassian Bamboo platform in DevOps environment. The program has been designed for participants to learn both theoretical foundations and practical aspects of CI/CD process implementation. During workshops, participants learn to configure environment, create advanced pipelines, and integrate Bamboo with other Atlassian tools. Sessions are conducted in workshop format where each topic is immediately verified in practice through exercises on working environment.
from 2,450 PLNDevOps with TeamCity - Continuous Integration and Deployment
This training provides practical preparation for working with TeamCity platform in CI/CD process context. The program covers environment configuration, creating advanced pipelines, and integration with various development tools. Participants learn to implement automatic building, testing, and application deployment processes, with emphasis on solution optimization and scalability. Workshops are conducted in practical format where theory is immediately verified in working environment.
from 2,450 PLNDevSecOps - Security in the DevOps Cycle
The training introduces participants to the world of security integrated with DevOps practices. The program combines theory with hands-on workshops where participants learn to implement security at every stage of the software development cycle. The class focuses on automating security testing, implementing security policies and integrating security tools into CI/CD pipelines. Special emphasis is placed on the practical aspects of securing DevOps processes.
from 2,450 PLNOpenShift with Jenkins
Practical training on Jenkins integration with the OpenShift platform, focusing on building and deploying applications in container environments. Participants learn CI/CD process automation techniques in the OpenShift ecosystem and best practices related to container orchestration. The program combines theory with workshops on real examples.
from 2,450 PLNOptimize DevOps Processes with Microsoft Azure
A training course designed to equip participants with advanced application lifecycle management skills in a DevOps environment using Microsoft Azure. The training covers a wide range of topics, from basic DevOps concepts to automating CI/CD processes to managing infrastructure as code (IaC) and application monitoring. Participants will have the opportunity to work on real scenarios, allowing them to gain hands-on experience in implementing and optimizing DevOps processes in the Azure cloud.
from 5,500 PLNPractical Implementation of Continuous Integration with Jenkins
Intensive training providing a comprehensive introduction to the practical application of Jenkins in Continuous Integration processes. Participants will gain theoretical knowledge and practical skills in configuring, automating, and optimizing CI/CD processes. The training emphasizes hands-on experience, enabling independent creation and management of CI/CD pipelines in real project scenarios.
from 3,800 PLNSonarQube in DevOps
Hands-on training in implementing and using SonarQube in DevOps processes. The program covers configuration, integration with CI/CD pipelines and code quality analysis. Participants learn how to implement and optimize code quality assurance processes in an automated way.
from 2,450 PLNAI/ML Pipeline Security — MLSecOps in Practice
Training on securing MLOps pipelines covering training infrastructure hardening, model registry security, AI model supply chain security, secrets management in ML workflows, vulnerability scanning in ML CI/CD, and production model monitoring.
from 3,200 PLNAmazon Web Services (AWS) CodePipeline - Continuous Delivery
A one-day hands-on training on implementing continuous delivery using AWS CodePipeline. Participants will learn about deployment automation through a hands-on workshop where they will build their own pipeline. The class focuses on real-world scenarios using AWS CI/CD tools, with an emphasis on the practical aspects of configuring and managing the software delivery process.
from 2,250 PLNDevOps Security - Creating a Security Strategy in DevOps
The training focuses on integrating security practices with DevOps processes, showing how to effectively implement security in a continuous integration and delivery (CI/CD) environment. During intensive hands-on workshops, participants will learn tools and methodologies to automate security testing and implement security as code principles. The program is designed for practical application of the knowledge gained in daily work.
from 1,650 PLNGitHub Actions and GitHub Advanced Security — CI/CD and Code Security
Training on GitHub Actions and GitHub Advanced Security. Covers CI/CD workflow creation, reusable workflows and composite actions, self-hosted runners, GitHub Packages and container registry, Dependabot, secret scanning, code scanning (CodeQL), and GitHub Copilot in pipelines.
from 3,450 PLNKubernetes and GitLab - Integration and CI/CD
This training focuses on integrating Kubernetes environments with the GitLab platform, with emphasis on CI/CD process automation. The program covers GitLab Runner configuration, advanced pipeline creation, and automatic deployment implementation in Kubernetes clusters. Through practical workshops, participants will learn effective tool integration methods and software development process automation best practices. Training is conducted in workshop format where 80% of time is devoted to practical implementations of discussed solutions in the context of real use cases.
from 2,450 PLNAkraino - Edge Computing Architecture
This training introduces participants to the world of edge computing architecture using the Akraino platform. The program combines theoretical foundations of edge computing with practical workshops on implementing edge solutions. Participants will learn the specifics of designing, deploying, and managing edge infrastructure with emphasis on performance optimization and reliability of distributed systems.
from 2,450 PLNAnsible and Puppet for Large Infrastructures
The training presents a practical approach to the use of Ansible and Puppet tools in managing extended IT infrastructures. The program combines the best practices of both tools, demonstrating their effective interoperability in a production environment. Through hands-on workshops, participants learn to design and implement automated solutions that leverage the strengths of each tool. The classes are based on real-life scenarios from large organizations.
from 1,800 PLNContinuous Integration (CI) for PHP Projects
Practical training on implementing and managing continuous integration processes in PHP projects. The program focuses on automating building, testing, and deploying applications using popular CI/CD tools. Participants learn DevOps best practices in the context of PHP projects and learn to configure and maintain CI/CD pipelines. Workshops are based on real scenarios that development teams encounter.
from 2,450 PLNDevOps
This training is a combination of software development methodology and practices with application of Lean, Agile, Kanban and IT service management.
from 2,200 PLNDevOps Implementation Boot Camp
Learn the practices, tools, and skills that enable true continuous operations in the real world. For decades, large gaps have existed between different IT department roles. We struggle with inherent barriers between development projects and stable infrastructure needed for product deployment and operation. Applications are completed and tested in isolated internal environments without proper collaboration between production IT staff and infrastructure administrators. Unforeseen challenges plague the production environment, wreaking havoc on deadlines, deliverables, and ultimately the business mission. Security is often at best a wet blanket and at worst an afterthought. Meanwhile, huge backlogs and technical debt pile up, chronically eroding the efficiency and agility of company IT capabilities. The grassroots DevOps movement has been a force for change in the face of these challenges. Although there is no simple definition of DevOps, in recent years the "DevOps recipe" has become clear. It is time to implement this recipe in your teams.
from 5,800 PLNDevOps Platform Engineering - Backstage, IDP and Developer Platforms
Training dedicated to building internal developer platforms according to the Platform as Product concept to maximize team productivity. The program covers designing golden paths and creating self-service infrastructure dedicated to improving developer experience. Participants will learn practical aspects of building platforms using the Backstage tool. The platform-first methodology ensures comprehensive understanding of platform engineering principles.
from 5,800 PLNFlyway in Continuous Database Delivery
The training focuses on Flyway integration with continuous software delivery processes. Participants learn advanced database migration automation techniques in CI/CD environments. Workshops combine theory with intensive practical exercises, enabling real experience in configuring and managing automatic migrations.
from 1,850 PLNGo vs Rust - Language Comparison for Cloud Native and DevOps
A comparative training on the two most popular modern system languages with practical guidance for technology selection for specific projects. The program analyzes performance, ecosystem, learning curve, and team productivity in real scenarios. The training focuses on decision criteria for technical leaders. The comparative analysis methodology ensures objective evaluation of both technologies.
from 2,400 PLNModern Data Stack — Building a Modern Data Pipeline
Training on Modern Data Stack covering ELT vs ETL architecture, ingestion (Fivetran, Airbyte), transformation with dbt, orchestration with Airflow/Dagster/Prefect, data warehouse (Snowflake, BigQuery, Redshift), and data quality and observability (Great Expectations, Monte Carlo).
from 3,450 PLNPractical Aspects of DevOps
Training on practical DevOps aspects for modern software delivery. Learn automation techniques, collaboration practices, and continuous improvement methodologies.
from 2,450 PLNPulumi: Infrastructure As Code
Training on Pulumi for infrastructure as code. Learn to provision cloud resources using familiar programming languages like Python, TypeScript, and Go.
from 3,900 PLNQuality Assurance and Continuous Integration
Training presents a comprehensive approach to software quality assurance in the context of continuous integration and deployment. The program focuses on practical aspects of building test automation and deployment processes, enabling fast detection and elimination of quality problems. Sessions are conducted in workshop format where participants create and configure real CI/CD environments, integrating various tools and testing techniques.
from 2,450 PLNRobot Framework with DevOps Elements - Test Automation
Intensive practical training combining test automation in Robot Framework with DevOps elements. The program focuses on creating effective automated tests using test engineering best practices. Through practical workshops, participants learn advanced testing techniques and DevOps tools integration. Sessions are conducted in workshop format where 80% of time is dedicated to practical exercises.
from 3,900 PLNScaling Data Pipelines with Spark NLP
This training focuses on practical aspects of scaling natural language processing pipelines using Spark NLP. The program covers advanced optimization techniques, large-scale text processing methods, and best practices for NLP solution implementation.
from 2,450 PLNSelenium with Jenkins and Docker - Integrated Test Environment
An advanced training focusing on integrating Selenium, Jenkins, and Docker tools to create an efficient continuous application testing environment. During workshops, participants will learn practical aspects of configuring and managing an automated test environment. The training combines theory with practice, enabling participants to independently create and manage test environments in containers.
from 2,450 PLNTerraform on Google Cloud Platform (GCP)
Specialist training dedicated to using Terraform in Google Cloud Platform environment. The program combines practical Terraform knowledge with deep understanding of GCP specifics, enabling participants to effectively manage cloud resources. Workshops are conducted as intensive lab sessions where each participant works with a real GCP environment. Special emphasis is placed on understanding interdependencies between GCP services and optimal use of Terraform capabilities in this environment.
from 4,450 PLNAdvanced
AWS Certified DevOps Engineer Professional: Exam Preparation
This training comprehensively prepares participants for the AWS Certified DevOps Engineer Professional exam. The program covers SDLC automation, configuration management with Infrastructure as Code, resilient architecture design, and advanced monitoring and security techniques in the AWS cloud. Participants work through exam scenarios and real-world deployment cases.
from 4,500 PLNAWS DevOps Engineer Professional — Exam Preparation
A five-day, intensive course preparing for the AWS Certified DevOps Engineer – Professional certification — one of the three most in-demand DevOps certifications on the market, with over 7,700 active job postings on Indeed requiring this qualification.
from 6,900 PLNJava and Kubernetes for DevOps Engineers
The training combines advanced aspects of Java application development with DevOps practices in a Kubernetes environment. The workshop program guides participants through the process of designing, deploying, and managing Java applications in an orchestrated container environment. Classes are conducted in the form of practical workshops where participants work with real tools and scenarios, implementing solutions commonly found in production environments. The teaching methodology is based on an iterative approach, where each module builds on knowledge from previous parts.
from 3,900 PLNAWS for DevOps Engineers - Integration and Deployment
Advanced training for DevOps engineers, focusing on the practical aspects of automating, deploying and managing infrastructure in an AWS environment. The program combines theoretical knowledge with intensive hands-on workshops where participants work with real implementation scenarios. The training places special emphasis on process automation, continuous integration and deployment, and monitoring of the production environment. Classes are conducted in a workshop format, where theory is immediately verified in practice through the implementation of specific engineering tasks.
from 4,450 PLNTerraform on AWS - Infrastructure As Code
Advanced hands-on training in implementing infrastructure as code using Terraform in an AWS environment. The program covers a holistic approach to infrastructure automation, from the basics of HCL syntax, to advanced modularization techniques, to implementation best practices. Participants learn through intensive workshops how to design and implement scalable infrastructure solutions, working on real use cases. The training places special emphasis on aspects of security, code maintainability and team collaboration in IaC projects.
from 4,450 PLNCI/CD for Content
Advanced training focusing on implementing CI/CD processes for content and documentation management. The program covers automation of publication, verification, and content distribution processes using DevOps tools. Participants learn practical aspects of implementing documentation as code management systems.
from 3,900 PLNConfiguration Management with Ansible - Advanced Techniques
Advanced training in configuration management using Ansible, focusing on automating complex production environments. The program covers designing scalable automation solutions, creating custom modules and implementing advanced deployment strategies. The workshop is conducted as a hands-on class using real DevOps scenarios. Participants will learn techniques for optimizing and securing infrastructure as code.
from 3,900 PLNContinuous Integration with Jenkins and Maven
Practical training on implementing continuous integration processes using Jenkins and Maven. The program covers configuration, build automation, testing, and Java application deployment. Participants learn to create advanced CI/CD pipelines and integrate various tools in the development process.
from 3,300 PLNMLOps: CI/CD for Machine Learning
Advanced training dedicated to implementing full cycle CI/CD in machine learning projects. The program integrates DevOps best practices with ML project requirements, providing participants with an in-depth understanding of automating ML processes from development to production deployment. The training uses hands-on workshops and real-world scenarios, allowing participants to gain experience in building scalable and reliable ML pipelines.
from 6,350 PLNTerraform in Cloud Infrastructure Management
Practical training dedicated to using Terraform in managing infrastructure as code in cloud environments. The program covers fundamental Terraform principles and advanced infrastructure automation techniques. Workshops are conducted as intensive hands-on sessions during which participants implement real deployment scenarios across different cloud platforms. Special emphasis is placed on best practices and design patterns in infrastructure as code management.
from 2,950 PLNAdvanced IaC — Terraform vs Pulumi vs AWS CDK
Advanced Infrastructure as Code training comparing three leading tools. Covers Terraform (HCL, mature ecosystem), Pulumi (programming in Python/TypeScript/Go), AWS CDK (TypeScript/Python, L1-L3 constructs), IaC testing, drift detection, policy-as-code (OPA, Sentinel), and cross-tool migration.
from 3,450 PLNAdvanced Terraform Techniques - Part II
This training is a continuation of Part I and is dedicated to more advanced aspects of working with Terraform. The program includes topics related to creating own modules, collaboration in teams, and managing more complex infrastructure. Sessions are conducted in a workshop format, focusing on solving practical problems encountered in production projects.
from 2,450 PLNJenkins: Continuous Integration in Agile Software Development
The training provides a practical introduction to implementing continuous integration using the Jenkins platform. The workshop program focuses on configuring, managing and optimizing CI/CD processes in an agile environment. Participants will learn advanced techniques for automating the process of building and deploying software through practical exercises on real-world examples.
from 1,950 PLNAdvanced Ansible Automation - Scalability and Performance
Advanced automation training using Ansible, focusing on scalability, performance, and advanced automation techniques. The program is designed for people who already work with Ansible and want to take their skills to the next level. Workshops concentrate on practical use of advanced features, performance optimization, and best practices for managing large environments. Sessions are conducted as intensive workshops using real production scenarios.
from 1,800 PLNAgile Software Testing with Continuous Integration
Training combines practical aspects of agile testing with automation and continuous integration. The workshop program enables mastering advanced software quality verification techniques in CI/CD environments. Participants learn to design and implement automated tests and integrate them with continuous delivery processes. Sessions are conducted as intensive workshops with real implementation examples.
from 2,950 PLNAI Security — Protecting GenAI/LLM Pipelines
A two-day technical training on securing GenAI and LLM pipelines: prompt injection, training data/model poisoning, data leakage through models, and AI model supply chain security, aligned with the CAISP methodology.
from 3,200 PLNAmazon Web Services (AWS) IoT Greengrass - Edge Computing
A three-day advanced training on implementing edge computing solutions using AWS IoT Greengrass. The workshop program systematically develops participants' knowledge in designing and implementing systems that require processing data close to its source. Participants, through intensive hands-on activities, learn advanced aspects of Greengrass environment configuration, local data processing techniques and cloud synchronization methods. The training uses real-world deployment scenarios, demonstrating how to effectively combine local processing capabilities with cloud resources in the context of industrial systems.
from 4,450 PLNAnsible for Experts - Advanced Automation Techniques
The training provides an in-depth understanding of advanced aspects of infrastructure automation using Ansible. The workshop program guides participants through complex automation scenarios, techniques for creating scalable solutions, and performance optimization methods. The class combines intensive hands-on workshops with analysis of real-world use cases, enabling participants to immediately apply the knowledge they gain in a production environment.
from 3,750 PLNAnsible for Network Engineers - Infrastructure Automation
The training focuses on the practical aspects of network infrastructure automation using Ansible. The workshop program covers specific applications of automation in a network environment, from basic configuration to advanced network management scenarios. The class is conducted in the form of an intensive workshop, where participants work on real network devices, learning how to effectively use automation in their daily work.
from 2,450 PLNCreating Data Pipelines with Apache Kafka
Intensive training focused on the design and implementation of data pipelines using Apache Kafka. The program covers advanced techniques for creating data flows, integrating sources and implementing real-time transformations. Participants learn through hands-on workshops to design efficient and scalable solutions for processing data streams. The training emphasizes real-world implementation scenarios and industry best practices.
from 1,850 PLNFrequently Asked Questions
Where to start learning DevOps?
Start with Linux, Git and networking basics. Then Docker, CI/CD (Jenkins or GitLab) and IaC (Terraform). Add Kubernetes after mastering containers.
What DevOps certifications are worth getting?
Top certifications include AWS DevOps Professional, Azure DevOps Expert, CKA, HashiCorp Terraform Associate and GitLab CI/CD Specialist.
What tools does a DevOps Engineer need to know?
Core tools: Git, Docker, Kubernetes, Jenkins/GitLab CI, Terraform/Ansible, monitoring (Prometheus, Grafana) and at least one cloud platform (AWS/Azure/GCP).
What does a DevOps Engineer do and what skills are needed in 2026?
DevOps Engineer bridges development and operations: builds CI/CD pipelines (Jenkins, GitLab, GitHub Actions), automates infra (Terraform, Ansible), runs Kubernetes, observability (Prometheus, Grafana, ELK), incident response. 2026 must-have: cloud certs (AWS, Azure, GCP), IaC, Kubernetes, security/DevSecOps, platform engineering mindset. Python/Go/Bash scripting required.
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