#15DELIVERYSCANEliteAI
LLM Security Triage
AI-assisted vulnerability assessment
Hard
Overview
Prioritize security findings by actual risk. Get fix suggestions, not just alerts.
Why It Matters
Prioritize findings by actual risk. Get fix suggestions, not just alerts.
The Risk
Without intelligent triage, teams either ignore all findings (missing real issues) or waste time on low-impact problems. Critical vulnerabilities go unfixed while teams chase false positives.
Implementation Components
A complete implementation of this capability includes:
- Integration with security scanning tools
- LLM analysis of findings with code context
- Risk assessment based on application architecture
- Specific fix recommendations with code examples
- Prioritization based on exploitability
- Results posted to PRs or security dashboard
AI Integration
This capability leverages AI/LLM technology to enhance its functionality.
Trigger
Security scan completes
Input
Semgrep/Bandit findings + code context
Output
Severity assessment + fix suggestions
Implementation Pattern
- 1Collect security scan findings
- 2Send to LLM with code context
- 3Generate severity assessment
- 4Provide fix suggestions
Tool Examples
These are examples, not endorsements. Choose what fits your context.
Dependencies
Requires (must have first)
Same Phase
Other capabilities in this pipeline phase