Integrate AI-assisted security review into your development workflow to identify security issues before code reaches production.


I will design and implement an AI-assisted application security review workflow around your existing software development process.

Rather than treating AI as a replacement for security engineering, the workflow uses it as an additional security-review layer integrated with source control and CI/CD.

The implementation can be designed to prioritize meaningful findings, reduce unnecessary noise and provide security visibility during development.

The workflow can include:

Pull-request security analysis
Security-focused code review
Risk classification
High-severity security gates
Finding validation workflow
Developer feedback
Security reporting
Security metrics
Centralized findings
CI/CD integration
Cost-conscious model usage
Custom security review instructions

You receive:

Working security-review workflow
CI/CD integration
Configuration
Security review logic
Documentation
Recommended operating process

Scope note:

Pricing depends on source-control platform, repository count, CI/CD environment and required integrations.