Vigolium, an open‑source security framework, was announced on X with support for AI‑assisted planning and autonomous scan orchestration, and it ships as a Go binary that can ingest OpenAPI specs, Burp Suite exports, Postman collections, or raw cURL commands. The project lives at its GitHub repo.
What Vigolium Does
Vigolium performs multi‑phase web application scanning, covering a wide range of common vulnerabilities. It generates interactive dashboards, HTML reports, and also exposes a REST API so you can embed scans in CI pipelines.
How It Blends Deterministic Scanning with AI
The core scanner follows deterministic rules, while an AI layer helps with test planning, code‑audit suggestions, and orchestration of scan steps. Inputs such as OpenAPI definitions or Burp Suite captures are enriched by the AI, which can propose authentication flows or custom JavaScript extensions for harder‑to‑reach endpoints.
Tradeoffs & Limits
Because the AI component typically relies on external large‑language‑model services, you may need an API key and incur usage fees beyond the free tier. The AI suggestions can also produce false‑positives, so teams should treat them as hints rather than definitive findings. Additionally, the framework is written in Go, so integrating custom extensions may require Go expertise.
Getting Started Quickly
Clone the repo, run the provided binary, and point it at a simple OpenAPI file to see a full scan report in minutes. The generated HTML report can be shared with developers, and the REST API lets you automate runs from your CI system.
What to watch: Keep an eye on the project's issue tracker for updates on AI model integration and any upcoming licensing changes. If you have a low‑risk internal service, try running Vigolium in the next sprint to evaluate the AI‑driven workflow before adopting it for production workloads.