AI Labs
Coming in a future release
The AI Labs module is under active development on the local and dev branches. It is not included in v1.0.1. Switch to the Dev or Local version of this KB to see the full documentation.
What It Does
AI Labs provides the intelligence layer for ThreatWeaver — powering automated finding analysis, root cause identification, remediation generation, and executive-level security narratives.
Key Capabilities (in Dev/Local)
| Capability | Description |
|---|---|
| Finding Validation | LLM verifies scanner findings to eliminate false positives |
| Root Cause Analysis | AI identifies the underlying code pattern causing a vulnerability |
| Remediation Generation | Framework-specific fix suggestions (Express, Django, Spring, etc.) |
| Executive Narratives | Plain-English summaries of scan results for non-technical audiences |
| Exploit Chain Analysis | AI discovers and ranks multi-step attack paths |
| Sensitive Data Detection | Scans HTTP responses for PII, credentials, and secrets |
AI Provider Support (in Dev/Local)
- OpenAI (GPT-4o, GPT-4 Turbo)
- Anthropic (Claude Opus, Sonnet, Haiku)
- Configurable per-task: different models for validation vs narrative generation
Where to Find Full Docs
Switch the version selector at the top of this page to Dev or Local to access the full AI Labs documentation.