Open-source tools and utilities built during lab operations. Everything here is available on GitHub.


NVD CVE Query Tool

A Python utility for querying the NIST National Vulnerability Database API. Includes date-range filtering, proper ISO 8601 timestamp handling, and HTTP/2 compatibility fixes for environments where h2 causes issues.

Stack: Python · NIST NVD API v2.0 Status: Active View on GitHub →


Open WebUI Filter Functions

Programmatic middleware for sanitizing sensitive data before it reaches LLM inference. Uses regex pattern matching to scrub credentials, PSKs, serial numbers, and license keys from uploads in transit.

Stack: Python · Open WebUI Filter API Status: Active View on GitHub →


AI Stack Docker Compose

Production-grade docker-compose.yml blueprint for deploying a local AI inference stack with GPU acceleration: Ollama, Open WebUI, SearXNG, and supporting services.

Stack: Docker · NVIDIA Container Runtime · Cloudflare Tunnel Status: Active View on GitHub →


More projects shipping as the lab grows. Watch the GitHub or subscribe to the blog for updates.