Build your own vulnerability harness

This blog post explains a model-agnostic, two-stage vulnerability research workflow comprising a Vulnerability Discovery Harness (VDH) and a Vulnerability Validation System (VVS) used to scan fleets of repositories, trace cross-repo dependencies, deduplicate findings, validate PoCs and generate verified patches; it outlines pipeline stages (Recon, Hunt, Validate, Gapfill, Dedup, Trace, Feedback, Report), persistence and orchestration practices, sandboxing and wishlist mechanisms, operational metrics, and guidance for building a resilient, adversarial verification pipeline rather than reporting any active incident.