Nexus-Core represents a paradigm shift in bare-metal Edge AI orchestration. By collapsing the Python GIL bottleneck through a zero-copy Rust core, eliminating PagedAttention VRAM fragmentation via reference-counted Copy-on-Write KV blocks, and enforcing deterministic semantic routing through a Zero-Trust MCP gatekeeper, the architecture delivers production-grade reliability where conventional Python-first stacks degrade under load. The full intellectual property — covering the Codata substrate, the continuous-batching scheduler, the lock-free hardware profiler, and the cognitive reliability layer — is available for B2B licensing, enterprise deployment partnerships, or strategic acquisition.

Nexus-Core wraps google/gemma-4-8b-it in a deterministic, Rust-backed orchestrator designed for the Edge: PagedAttention with Copy-on-Write prefix sharing, a Zero-Trust MCP gatekeeper, lock-free hardware telemetry, and a continuous-batching scheduler that survives oversubscribed workloads without OOM. The repository ships pre-compiled wheels for Linux (x86_64 / aarch64), macOS (x86_64 / aarch64), and Windows (x86_64); end users never touch a Rust toolchain.

Architectural feedback, open-source collaboration, and B2B / VC inquiries are all welcome. The fastest way to start a conversation is a direct message on either of the channels below.