ZeroCVE upcycles MIT-licensed DeepSeek-V4.1-Flash-1017 to
3,000,000 tokens of CSA2 sparse context and 50B active security-reasoning parameters—running
100% on German-owned bare-metal NVIDIA B300 infrastructure with zero cloud egress.
German automotive Tier-1s, industrial OEMs, fintechs, and defense teams face mandatory EU Cyber Resilience Act (CRA) & NIS2 rules—yet cannot send firmware or monorepos to US/Chinese multi-tenant clouds.
Selective 3.0× YaRN scaling on Full and Reindex CSA2 attention layers preserves local SWA syntax precision while fitting an entire 3M-token codebase in 2.67 GB of FP4 KV cache.
Fast 16B triage scans millions of lines rapidly; critical memory, auth, and crypto paths escalate to our variance-preserving 50B-active (top_k=24) mode stabilized by Single-Pass mHC.
Designed to run exclusively on German-owned HGX B300 hardware in ISO-27001 / BSI-C5 Frankfurt & Munich liquid-cooled halls with 1.5–2 TB DDR5 RAM pinning 196B Engram CVE tables.
Pick an enterprise scenario or edit the code on the left and click Run 50B Audit & Patch—our deterministic verifier validates syntax, eliminates CWEs, and emits an audit score.
Full repo, SBOM, and C/C++/Python call graphs compressed via CSA2 FP4 KV cache inside German bare-metal memory.
Engram CVE memory + top-24 MoE expert reasoning pinpoints root causes across files and headers.
Isolated sandbox compiles, runs test suites, and verifies exploit paths fail before outputting code (GRPO R = +1.00).
Auto-generates CWE-to-CRA audit trails ready for BSI, BaFin (DORA), TISAX, and NIS2 compliance reviews.
Get a zero-egress security audit across your core C/C++/Python repositories—or review our 36-month CapEx & Mietkauf model scaling to 128× owned NVIDIA B300s.