AI use cases within the Security Division at GitLab

Learn how the Security Division leverages AI platforms such as Claude and GitLab Duo to optimize workflows, improve productivity and automate manual tasks.

Security Tools Using AI

The Security Division integrates AI capabilities into various tools and automations. Most use cases integrate AI capabilities into existing tools and capabilities to improve productivity and automate manual processes and tasks.

Tool	AI Engine	Use Case	Team
TLDR Customer Threat Detections	Claude	Signals Engineering uses Claude to generate new TLDR threat detections - a Slack slash command (/tldr) is available to kick off a new Claude written MR for review.	Signals Engineering
AppSec Assistant	Duo	AI reviews development issues to identify security risks at design time	Product Security Engineeringon behalf of Application Security
Sir Tanuki (SIRT Incident Review Bot)	Duo	The SecOps Incident Reviewer (Sir) Tanuki is SIRT’s GitLab Duo-powered incident report reviewing tool. It works by leveraging GitLab Duo to analyze security incident issues and give feedback on the different sections of the issue description.	Security Incident Response Team (SIRT)
Incident Summarization (/sirt_summary)	Claude	Incident summarization slash command in Slack	Security Incident Response Team (SIRT)
GitLab Duo generated CVE descriptions	GitLab Duo	Generates CVE description from the imported HackerOne reports that can optionally be used in our CVE’s.	Application Security
Automate our Continous Control Monitoring Program	Claude	Generate entire scripts used for: Pull data from resources (e.g. AWS); Pull policies from a yaml file; Perform an audit analysis and Conclusion (example here)	Security Compliance
Generation of Test Cases for gitlab-assistant	Duo	Generate basic and complex test cases for a Python module that standardizes scripting of solutions across the team when building automations and functionality for interactions with GitLab. The module introduces business logic beyond the basic API endpoint interactions.	Security Assurance
AI-assisted Incident reporting	Claude	Helps users to report security issues more quickly and efficiently by pre-filling the incident report forms based on a short description of the issue.	Security Incident Response Team (SIRT)

AI Driven Process Efficiencies

Process	AI Engine	Efficiency Details	Team
Tableau Data Manipulation	Claude	Leverage Claude to generate syntax for calculated fields in Tableau to enable data manipulation. These fields enable us manipulate existing data and create new dimensions and measures to support the Security metrics program.	Security Governance
Policy Generation and Optimization	Claude	Create the foundations of Security and Technology policies and reduce verbosity of policy language to align with Governance expectations.	Security Governance
Security Training Content Script Creation and Editing	Claude	Create scripts for AI created Security Training videos and editing of Security training content for readability and conciseness.	Security Governance
Blog and White Paper Optimization	Claude	Optimize the language and readability of blog posts and white papers to support a polished product for customers and the community.	Field Security

Ideas, Experiments and Tests

The security division works out of GitLab issues to keep track of AI-integrated ideas, experiments, and tests. Generally it is a good idea to add the AI GitLab label to issues for tracking.