automation

Deploy Vision-Language-Action models for embodied AI robots—integrate physical world interaction with security considerations for homelab automation.

Build automated security scanning pipelines with Grype, OSV, and Trivy—integrate vulnerability detection into CI/CD workflows with actionable reporting.

Prioritize vulnerabilities with EPSS and CISA KEV catalog—move beyond CVSS scores to risk-based patch management using exploitation probability metrics.

Build MITRE ATT&CK threat intelligence dashboard with Python—track adversary tactics and techniques using open-source threat feeds.

Deploy Claude-Flow AI agent swarms for development—achieve 84.8% SWE-Bench solve rate with neural learning and multi-agent orchestration for complex tasks.

Build enterprise vulnerability management with open source—deploy scanning, remediation tracking, and compliance using Nessus and OpenVAS.

Automate home network security with Python and Ansible—deploy patching, threat detection, and compliance scanning for homelab infrastructure.

Automate security alert analysis using local LLMs (Ollama) for privacy-preserving incident response. Reduce alert fatigue with AI-powered triage without cloud dependencies.

Automate vulnerability detection in your homelab using Python and the National Vulnerability Database API. Track CVEs, scan dependencies, and integrate with monitoring systems.