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Class hours may vary, please reach out to contact@ascendientlearning.com if you have any questions.
Strategic AI for Terraform Workflows
This Terraform with AI training course teaches learners to strategically integrate Artificial Intelligence across the entire Infrastructure as Code (IaC) lifecycle. Learners move beyond basic code...
Read MoreOverview
This Terraform with AI training course teaches learners to strategically integrate Artificial Intelligence across the entire Infrastructure as Code (IaC) lifecycle. Learners move beyond basic code completion to explore advanced AI techniques and tooling, including AI agents. This course then covers how to enhance Terraform code generation, testing, security, compliance, CI/CD workflows, and operational intelligence using AI. Learners will also develop critical thinking skills to evaluate AI outputs, implement effective prompt engineering, and understand the associated risks of AI adoption in IaC, enabling them to build more efficient, secure, and resilient infrastructure.
Skills Gained
- Strategically integrate AI into Terraform workflows
- Utilize advanced AI techniques and tools to enhance Terraform code generation
- Apply AI for testing, security, and compliance in IaC
- Incorporate AI into CI/CD workflows
- Leverage AI for operational intelligence
- Evaluate AI outputs and implement effective prompt engineering
- Understand and mitigate the risks associated with AI adoption in IaC
Who Can Benefit
This course is ideal for professionals who are proficient in Terraform and want to use AI for advanced automation and optimization, including:
- DevOps Engineers operational tasks
- Cloud Engineers
- Site Reliability Engineers (SREs
- Software Developers development and testing
- IT Architects & Security Professionals
Prerequisites
- Terraform for AWS Fundamentals course or Terraform for Azure Fundamentals course completion or equivalent
- Terraform Advanced course completion or equivalent
- Working knowledge of a major cloud provider (AWS, Azure, GCP)
- Proficiency with Git version control
- Comfort working in a Linux Terminal or PowerShell
- Basic familiarity with AI and Large Language Model (LLM) concepts and tools (e.g., GitHub Copilot) is beneficial
Course Details
Introduction: AI in IaC
- Brief Review: Core AI Concepts (LLMs, Agents)
- The Opportunity: Augmenting Terraform workflows with AI
- Current State & Capabilities relevant to IaC
- Setting Expectations: Benefits vs Hype, Potential Risks
AI-Assisted Code Generation & Refinement
- Advanced Prompting for HCL (Beyond basic Copilot)
- Generating Complex Modules & Configurations
- AI for Code Refactoring & Optimization (Readability, Performance, Cost)
- Validating AI-Generated Code
- Lab: Generating and refining Terraform configurations using AI tools
AI-Enhanced Plan Analysis & Testing
- Using AI to Summarize & Interpret terraform plan Outputs
- AI Identifying Risks & Cost Impacts in Plans
- AI Assistance in Generating Test Cases (Unit, Integration)
- AI Assistance with Policy-as-Code (PaC)
- Lab: Using AI to analyze plans and generate test outlines
AI-Driven Security & Compliance
- AI Identifying Potential Security Vulnerabilities in HCL
- AI Tools for Compliance Checks (e.g., against CIS benchmarks)
- Contextual AI Assistance for Secrets Management
- Integrating AI Insights with Security Scanners (checkov, terrascan)
- Lab: Applying AI tools for security and compliance scanning
AI Agents in Terraform Workflows
- Understanding AI Agent Capabilities for DevOps/IaC
- Integrating Agents into CI/CD Pipelines (e.g., Automated Plan Review)
- Agents for Automated Drift Detection & Remediation Proposals
- Agents for Operational Tasks (e.g., Incident Response via IaC)
- Lab: Simulating or integrating an AI agent task into a CI/CD workflow
AI for Operational Intelligence & Optimization
- AI Analyzing Terraform State History & Logs for Insights
- AI-Driven Cost Estimation & Optimization Suggestions from HCL
- Predictive Analysis for Resource Needs
- Lab: Using AI techniques to analyze Terraform outputs for optimization
The AI for IaC Tooling Ecosystem
- Overview of Tool Categories: IDE Plugins, Dedicated Platforms, Agent Frameworks
- Evaluating AI Tools: Criteria for Selection
- Integration Patterns with Terraform & CI/CD
Prompt Engineering for Effective IaC Outcomes
- Principles of Crafting Effective Prompts for Terraform Tasks
- Techniques for Generating Secure, Efficient HCL
- Prompting for Debugging, Optimization, and Documentation
Pitfalls, Ethics, and Strategic Adoption
- Understanding AI Limitations (Hallucinations, Bias)
- Security Risks of AI in IaC & Mitigation
- Ethical Considerations & Responsible AI Use
- Developing a Strategy for Team AI Integration
Capstone Exercise / Integrated Lab
- Apply AI techniques to a realistic IaC challenge
- Integrate multiple AI applications into a cohesive workflow (e.g., AI plan analysis + security check in CI/CD)
Schedule
FAQ
Does the course schedule include a Lunchbreak?
Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.
What languages are used to deliver training?
Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.
What does GTR stand for?
GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.
How do I find an Ascendient Learning training location?
We have training locations across the United States and Canada - View a complete list of classroom training locations.
Which delivery formats are available?
At Ascendient Learning, we offer training that is Instructor-Led, Online, Virtual, and Self-Paced.
Does Ascendient Learning deliver group training?
Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.
What does vendor-authorized training mean?
As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.
Is the training too basic, or will you go deep into technology?
It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.
How up-to-date are your courses and support materials?
We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.
Are your instructors seasoned trainers who have deep knowledge of the training topic?
Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.
Do you provide hands-on training and exercises in an actual lab environment?
Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.
Will you customize the training for our company’s specific needs and goals?
We will work with you to identify training needs and areas of growth. We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.
How do I get started with certification?
Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.
Will I get access to content after I complete a course?
You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.
How do I request a W9 for Ascendient Learning?
View our filing status and how to request a W9.
Reviews
It was very informative and covered all the required materials along with handson labs for practice.
Great training it covered the most importan topics if GitHub copilot with good explanation and good labs.
Very interactive and in-depth course that really got me ready for the industry
the class/lecture was amazing and very easy to understand and was in detail.
Thorough explanations by the instructor along guide and practical training sim of software.
