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Verification Runtime Shells: FastAPI (Python), Go 1.22 & Native Rust

/docs/runtimes 3 Runtime Shells · 1 Shared Core

Plain-English translation: Compare our three deployment shells—Python FastAPI for rapid integration, Go 1.22 for 100k+ concurrent enterprise streams, and Native Rust for 2.5ms air-gapped sovereign enclaves.

Three Runtime Shells · One Verification Core

Plain-English translation: You never have to rewrite your stack to adopt Quantsultant: start with our Python/FastAPI SDK, scale to 100,000+ concurrent streams in Go, or deploy bare-metal in Native Rust for air-gapped defense and clinical environments.

Honest Stage & Validation Context

All three runtime shells (FastAPI, Go 1.22+, and Native Rust) are built and share the same verification core in our repository (cloudflare_deploy/backend_shells/). Hold-out enterprise validation runs are scheduled, and prospective buyers can evaluate all three shells on their own data in the Live Dataset Demo Console. For the Native Rust runtime, a secure hardware-dongle delivery option is scaffolded on the roadmap and available on request.

Runtime Shell Clocked Latency Profile Memory & Concurrency Primary Deployment & Vertical Fit
01 · FastAPI / Python 3.11+ 8.0ms Vultr Cloud · 29ms Edge · 304ms Crusoe GPU ASGI Uvicorn + Zero-Dep Python stdlib fallback Commercial Charter ($480k/yr), Federal SAT ($345k/yr), Jupyter/Colab research labs, rapid REST drop-in.
02 · Go 1.22+ Stream Mesh 5.4ms median mesh latency 100,000+ concurrent HTTP/2, gRPC & Kafka goroutines Enterprise Scale Grid ($5M–$10M/yr), Tier-1 investment banks, multi-hospital EHR networks, Customer-VPC.
03 · Native Rust Bare-Metal 2.5ms local deterministic round-trip 15.88 MB RAM (386 centroids) · Zero GC pauses · Single GPU Sovereign & Defense Prime ELA ($12M–$20M/yr), DoD MSL IL5/IL6 SCIF, surgical robotics, air-gapped enclaves.

One Verification Core · Two Direct Paths

API access is gated while we complete utility patent filings and IP legal structuring. Investors can start a direct SAFE & data-room conversation with Garrick Pinon; technical evaluators can reserve a gated tw_live_... API slot or 48-hour blind dataset proof of value.