findings.json
HoldTools
A machine-readable JSON output format for recording security findings against a schema.
Why it's here
Placed in Hold: 1 article(s) of evidence from 1 source(s), led by research-stage coverage, with 0 in the last 30 days. Confidence 24%. Low accumulated evidence, so it defaults conservatively pending more signal.
Evidence (1)
- 5Cloudflare Blog·6/18/2026researchHow to build a model-agnostic vulnerability harness
Cloudflare describes an architecture for large-scale vulnerability discovery that treats AI models as interchangeable components. The post focuses on using a harness to coordinate multi-phase security audits, reduce false positives, and triage findings across repositories and dependencies. It argues that persistence, deduplication, and cross-model validation are more important than any single model or prompt.