OIFI Databook: An intelligence database of Iran's power structure
Vital for Iran researchers, but technically just a searchable directory with no novel tech.

Yet another vulnerability search tool in a space dominated by NVD and Snyk.
Security researchers and DevSecOps engineers
GitHub Advisory Database · OSV · Snyk
Vital for Iran researchers, but technically just a searchable directory with no novel tech.
I like that it makes schema-first pipelines the main contract: define tasks once and swap in Outlines, LangChain, a GLiNER model or a local transformer without rewriting glue code. It’s primarily an orchestration/wiring layer with nice extras (conditional execution, built-in eval, distillation), so its impact will depend on the depth of integrations, real-world examples, and performance comparisons.
Better table extraction than Unstructured for RAG pipelines.
EPSS prioritization cuts CVE noise, $14/mo undercuts Snyk's per-seat pricing.
1200 VMs indexed by attack technique; comprehensive but a curated list, not a platform.
Self-hosted CVE triage for Kubernetes teams stuck between Trivy CLI and six-figure SaaS.