Audit AI Prompts → Test Security Gaps → Generate Fix Report

intermediate20 minPublished Mar 9, 2026
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Systematically test AI prompts for vulnerabilities and generate actionable security reports for development teams.

Workflow Steps

1

Promptfoo

Scan AI prompts for vulnerabilities

Import your AI application's prompts into Promptfoo and run automated security scans to detect potential injection attacks, data leakage, and other vulnerabilities across different model configurations.

2

Promptfoo

Generate vulnerability assessment

Review the scan results to identify critical, medium, and low-priority security issues. Export detailed findings including vulnerability types, risk scores, and affected prompt patterns.

3

Zapier

Trigger report automation

Set up a webhook trigger in Zapier that activates when Promptfoo completes a security scan, automatically passing vulnerability data to the next step for processing.

4

Notion

Create security remediation database

Automatically populate a Notion database with vulnerability findings, including severity levels, affected components, recommended fixes, and assignment to development team members for tracking resolution progress.

Workflow Flow

Step 1

Promptfoo

Scan AI prompts for vulnerabilities

Step 2

Promptfoo

Generate vulnerability assessment

Step 3

Zapier

Trigger report automation

Step 4

Notion

Create security remediation database

Why This Works

Combines specialized AI security scanning with automated reporting, ensuring vulnerabilities are documented and assigned without manual data entry

Best For

AI development teams need to systematically identify and track security vulnerabilities in their AI systems before deployment

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Deep Dive

How to Automate AI Security Testing with Promptfoo + Notion

Automatically scan AI prompts for vulnerabilities and generate security reports with Promptfoo, Zapier, and Notion - saving hours of manual testing.

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