Args: results: Dict with keys: scan_date, total_targets, total_services, total_cves, scan_metadat

Initialize exporter. Args: result: ScanResult to export

Initialize cache. Args: ttl_seconds: Time-to-live for cache entries in seconds

Initialize rate limiter. Args: rate: Maximum requests per second

Run apisec modules in the background and store findings in scans_db.

Handle credential capture (for awareness training).

Track link click and redirect to landing page.

Serve the phishing landing page.

Handle tracking pixel request.

Add targets from CSV content. Returns count of targets added.

Run scans and get AI-powered analysis.

Ask the AI copilot a security question.

Correlate findings and identify attack chains.

Generate executive summary for leadership.

List available LLM providers.

Scan a target then use a local LLM to interactively remediate findings. Checks prerequisites for each finding before offering to execute.

Test API authentication security.

Fuzz API endpoints for vulnerabilities.

Scan API endpoints for vulnerabilities.

LLM-driven remediation for audit findings. Reads the latest audit findings, asks a local Ollama model to generate a fix command for each find

Run the Ubuntu 24.04 LTS security audit. Checks: CVE patch status, kernel hardening, network exposure, filesystem security, user/auth config,

Callback to print banner before commands.

Compute an absolute risk score (0–100) from a CVE list.

Send chat completion request.

Send chat to Claude.

Send chat to Ollama.

Send chat to OpenAI-compatible API.

Remove expired cache entries. Returns: Number of entries removed

Clear all context including scan results.

Clear conversation history.

Clear old job records. Args: older_than_days: Remove jobs older than this many days Returns: Number of jobs

Show current configuration.

Create and configure the FastAPI application.

Create a new campaign.

Create an HTTP client context manager.

Create Discord webhook exporter.

Create index template for security events. Returns: True if successful

Create PagerDuty webhook exporter.

Create a new scan. Args: request: Scan configuration background_tasks: Background task queue Returns: Sc

Create Slack webhook exporter.

Start the web dashboard.

Delete a campaign.

Delete a scan. Args: scan_id: Scan identifier Returns: Confirmation message Raises: HTTPExc

Disable a schedule.

Probe common paths on a base URL to find where the OpenAPI/Swagger spec lives. Returns a list of URLs to try (does not fetch them — just list