COURSE

Secure AI vibecoding

Course

This course provides an overview of best practices for securely handling AI-generated code, with a focus on "vibe coding" — informal, AI-assisted development often performed by non-technical personnel. Through practical examples and an optional lab, learners will gain skills to integrate secure vibe coding into engineering workflows.

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H

50

M
Time

Intermediate

i
Designed for learners who have no prior work experience in IT or Cybersecurity, but are interested in starting a career in this exciting field.
Designed for learners with prior cybersecurity work experience who are interested in advancing their career or expanding their skillset.
Designed for learners with a solid grasp of foundational IT and cybersecurity concepts who are interested in pursuing an entry-level security role.
Experience Level

Enrollees

100

XP

1

i

Earn qualifying credits for certification renewal with completion certificates provided for submission.
CEU's

Learners at 96% of Fortune 1000 companies trust Cybrary

About this course

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Skills you'll gain

Course Outline

1
Module 1: Secure AI Vibecoding
H
50
Min

1.1 Introduction to Secure AI Vibecoding

Free

20 XP

H

13m

1.2 Environment Setup and Basic Best Practices

Free

20 XP

H

10m

1.3 Reviewing and Sanitizing AI Outputs

Free

20 XP

H

10m

1.4 Advanced Techniques for Skilled Developers

Free

20 XP

H

7m

1.5 Hands-On Lab and Implementation

Free

20 XP

H

9m

Module 1: Secure AI Vibecoding
Heading
Module 1: Introduction
1
Hr
5
Min
1.1 Introduction to Secure AI Vibecoding

13m

Module 1: Secure AI Vibecoding
1.2 Environment Setup and Basic Best Practices

10m

Module 1: Secure AI Vibecoding
1.3 Reviewing and Sanitizing AI Outputs

10m

Module 1: Secure AI Vibecoding
1.4 Advanced Techniques for Skilled Developers

7m

Module 1: Secure AI Vibecoding
1.5 Hands-On Lab and Implementation

9m

Module 1: AI Security Lifecycle
Course Description

This course provides a comprehensive overview of best practices for securely handling AI-generated code, with a focus on "vibe coding" — informal, AI-assisted development often performed by non-technical personnel. Participants will explore techniques for assessing, sanitizing, and enhancing inherited AI outputs to mitigate vulnerabilities such as code injection, secret exposure, and error-prone implementations. The course covers environment setup, prompt engineering, code review, secret management, and advanced automation tools, drawing on up-to-date security guidelines from sources like OWASP and NIST. Through practical examples and an optional lab, learners will gain skills to integrate secure vibe coding into engineering workflows, ensuring robust, production-ready applications.

Target Audience

  • Engineering teams inheriting AI vibe-coded applications from non-technical personnel (e.g., business analysts or executives)
  • Skilled developers seeking advanced techniques for securing AI-generated code
  • IT and cybersecurity professionals interested in AI security best practices

Recommended Prerequisites

Python for Cybersecurity Professionals

Course Goals

By the end of this course, learners should be able to:

  • Understand the risks of vibe coding and apply prompt engineering to generate safer AI outputs
  • Set up secure environments and implement rules files for consistent security enforcement
  • Review AI-generated code for errors, vulnerabilities, and compliance issues
  • Perform secret sanitization and integrate automated scanning tools
  • Develop advanced strategies for securing inherited applications, including multi-stage reviews and runtime protections
  • Apply hands-on techniques to real-world scenarios, enhancing security in AI-driven development

Course Outline

  • Introduction to Vibe Coding Risks and Best Practices
  • Secure Environment Setup and Prompt Engineering
  • Code Review, Error Detection, and Sanitization
  • Advanced Techniques for Developers and Automation Tools
  • Optional Lab and Governance Strategies

Connect with the Instructor

Imran Muthuvappa, imuthuvappa@gmail.com

Train Your Team

Cybrary’s expert-led cybersecurity courses help your team remediate skill gaps and get up-to-date on certifications. Utilize Cybrary to stay ahead of emerging threats and provide team members with clarity on how to learn, grow, and advance their careers within your organization.

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Included in a Path

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Instructors

Imran Muthuvappa
Co-Founder, Kayyo.xyz
Read Full Bio
Learn

Learn core concepts and get hands-on with key skills.

Practice

Exercise your problem-solving and creative thinking skills with security-centric puzzles

Prove

Assess your knowledge and skills to identify areas for improvement and measure your growth

Get Hands-on Learning

Put your skills to the test in virtual labs, challenges, and simulated environments.

Measure Your Progress

Track your skills development from lesson to lesson using the Cybrary Skills Tracker.

Connect with the Community

Connect with peers and mentors through our supportive community of cybersecurity professionals.

Success from Our Learners

"Cybrary really helped me get up to speed and acquire a baseline level of technical knowledge. It offers a far more comprehensive approach than just learning from a book. It actually shows you how to apply cybersecurity processes in a hands-on way"

Don Gates

Principal Systems Engineer/SAIC

"Cybrary’s SOC Analyst career path was the difference maker, and was instrumental in me landing my new job. I was able to show the employer that I had the right knowledge and the hands-on skills to execute the role."

Cory

Cybersecurity analyst/

"I was able to earn my CISSP certification within 60 days of signing up for Cybrary Insider Pro and got hired as a Security Analyst conducting security assessments and penetration testing within 120 days. This certainly wouldn’t have been possible without the support of the Cybrary mentor community."

Mike

Security Engineer and Pentester/

"Cybrary really helped me get up to speed and acquire a baseline level of technical knowledge. It offers a far more comprehensive approach than just learning from a book. It actually shows you how to apply cybersecurity processes in a hands-on way"

Don Gates

Principal Systems Engineer/SAIC

"Cybrary’s SOC Analyst career path was the difference maker, and was instrumental in me landing my new job. I was able to show the employer that I had the right knowledge and the hands-on skills to execute the role."

Cory

Cybersecurity analyst/

"I was able to earn my CISSP certification within 60 days of signing up for Cybrary Insider Pro and got hired as a Security Analyst conducting security assessments and penetration testing within 120 days. This certainly wouldn’t have been possible without the support of the Cybrary mentor community."

Mike

Security Engineer and Pentester/

"Becoming a Cybrary Insider Pro was a total game changer. Cybrary was instrumental in helping me break into cybersecurity, despite having no prior IT experience or security-related degree. Their career paths gave me clear direction, the instructors had real-world experience, and the virtual labs let me gain hands-on skills I could confidently put on my resume and speak to in interviews."

Cassandra

Information Security Analyst/Cisco Systems

"I was able to earn both my Security+ and CySA+ in two months. I give all the credit to Cybrary. I’m also proud to announce I recently accepted a job as a Cyber Systems Engineer at BDO... I always try to debunk the idea that you can't get a job without experience or a degree."

Casey

Cyber Systems Engineer/BDO

"Cybrary has helped me improve my hands-on skills and pass my toughest certification exams, enabling me to achieve 13 advanced certifications and successfully launch my own business. I love the practice tests for certification exams, especially, and appreciate the wide-ranging training options that let me find the best fit for my goals"

Angel

Founder,/ IntellChromatics.

courses

Secure AI vibecoding

This course provides an overview of best practices for securely handling AI-generated code, with a focus on "vibe coding" — informal, AI-assisted development often performed by non-technical personnel. Through practical examples and an optional lab, learners will gain skills to integrate secure vibe coding into engineering workflows.

Share
Start CourseSubscribe for UpdatesNeed to train your team? Learn more
Start Course for FreeNeed to train your team? Learn more
H 
50
M
Time
Intermediate
difficulty
1
ceu/cpe

Course Content

Course Description

This course provides a comprehensive overview of best practices for securely handling AI-generated code, with a focus on "vibe coding" — informal, AI-assisted development often performed by non-technical personnel. Participants will explore techniques for assessing, sanitizing, and enhancing inherited AI outputs to mitigate vulnerabilities such as code injection, secret exposure, and error-prone implementations. The course covers environment setup, prompt engineering, code review, secret management, and advanced automation tools, drawing on up-to-date security guidelines from sources like OWASP and NIST. Through practical examples and an optional lab, learners will gain skills to integrate secure vibe coding into engineering workflows, ensuring robust, production-ready applications.

Target Audience

  • Engineering teams inheriting AI vibe-coded applications from non-technical personnel (e.g., business analysts or executives)
  • Skilled developers seeking advanced techniques for securing AI-generated code
  • IT and cybersecurity professionals interested in AI security best practices

Recommended Prerequisites

Python for Cybersecurity Professionals

Course Goals

By the end of this course, learners should be able to:

  • Understand the risks of vibe coding and apply prompt engineering to generate safer AI outputs
  • Set up secure environments and implement rules files for consistent security enforcement
  • Review AI-generated code for errors, vulnerabilities, and compliance issues
  • Perform secret sanitization and integrate automated scanning tools
  • Develop advanced strategies for securing inherited applications, including multi-stage reviews and runtime protections
  • Apply hands-on techniques to real-world scenarios, enhancing security in AI-driven development

Course Outline

  • Introduction to Vibe Coding Risks and Best Practices
  • Secure Environment Setup and Prompt Engineering
  • Code Review, Error Detection, and Sanitization
  • Advanced Techniques for Developers and Automation Tools
  • Optional Lab and Governance Strategies

Connect with the Instructor

Imran Muthuvappa, imuthuvappa@gmail.com

This course is part of a Career Path:
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Provider
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Certificate of Completion

Complete this entire course to earn a Secure AI vibecoding Certificate of Completion

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Start CourseNeed to train your team? Learn More
Start Path for FreeNeed to train your team? Learn More
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Share

Purpose Statement

Cybrary Career Paths are comprehensive training programs designed to prepare you for the most in-demand roles in the cybersecurity workforce. Each path follows a Learn, Practice, Prove model and includes different activity types aligned to key topics within the path’s security domain. As you progress through the path, your progress will be measured in real time using Experience Points (XP) that serve as a comprehensive capability score for each topic. Upon completing all of the requirements for a path, you will be rewarded with a shareable digital badge via Credly.
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Overview

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Frequently Asked Questions
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What Will I Learn?
Foundations
Focused on the core IT competencies that cybersecurity professionals need to succeed in any career path.
Defensive Security
Focused on trying to find the bad guys. Topics such as threat intelligence, threat hunting, network monitoring, incident response. Defensive security is a reactive measure taken once a vulnerability is found through prevention, detection, and response.
Engineering and Operations
Focused on building and operating information systems.
Governance, Risk, and Compliance
Focused on the core IT competencies that cybersecurity professionals need to succeed in any career path.
Leadership and Management
Focused on program design and oversight. Covers project and program management.
Offensive Security
Focused on validating security controls by trying to break them (i.e. penetration testing or ethical hacking). Topics such as Kali Linux, metasploit, scanning, and privilege escalation. Offensive security seeks out the problem or vulnerability through ethical hacking and finds a solution to disable the operation.
Offensive Security
Focused on the core IT competencies that cybersecurity professionals need to succeed in any career path.
Path Outline

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Course Outline

What Our Learners Are Saying

Join 3 million+ users, including 96% of Fortune 1000 companies who use our platform to upskill their teams. See what the buzz is about - start learning for free!

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