Biological-cybernetic 33-vertebrae reality gateway in pure Rust. Eliminates LLM sycophancy, flattery traps, and unearned apologies (Thoracic Invariant T1) with <0.2 µs Aho-Corasick lexical scanning, two-phase streaming tail sanitization, and CoT ReasoningDemuxer.

Native Rust 4-pillar engine for autonomous agents. Prunes 71.2% to 90.9% of prompt tool schemas via TF-IDF cosine similarity, intercepts weight freeze cutoff drift in <5ms, and gates semantic memory with a strict 0.72 threshold (0 leaked tokens). Native MCP server with live React 19 cockpit.

High-precision, low-latency mobile companion for Google Antigravity, Cursor AI, and VS Code. Real-time desktop streaming via Windows GDI, touch-drag mouse wheel scrolling, live multi-project folder inspection (depth-2 tree), 7–30d recency filtering, zero-trust token persistence, and bidirectional prompt injection over 4G & Wi-Fi.

Next.js trading signal dashboard that computes 20 technical indicators from raw OHLCV bars via the Alpaca Market Data API, weights votes by market regime, and backtests setups in-browser. Read-only market data: it never places trades. Educational use only, not financial advice.

Frontier LLM inference engine in pure Rust (11 crates, 15.7k LOC). Drives 30B Sparse MoE (Qwen3-Coder-30B-A3B) at 16.37–21.40 tok/s (14.11× speedup), 14B Speculative at 15.89 tok/s, and 32B Dense Speculative at 3.90 tok/s on an 8GB RTX 5060 with custom wgpu WGSL GPU kernels (948.6 GFLOP/s) and 24/24 compiler-verified pass rate.

Compiled language built from scratch in Rust with Cranelift JIT + AOT, Hindley-Milner type inference, SIMD vectorisation, and self-hosting (compiles itself).

Custom transformer training and inference engine built from scratch in Rust with 11 hand-written CUDA kernels, 5 model configurations (5M to 3B parameters), and a 12-mutation self-evolution engine.

Zero-dependency x86_64 bare-metal operating system kernel in Rust featuring a virtio-net driver, in-kernel TCP/IP stack, text-mode web browser, GUI window compositor, and NexusCode IDE.

Claude, GPT, Gemini and local models compete to solve coding challenges; the Vitalis JIT compiler judges by compiling and benchmarking the results, and evolutionary selection breeds the winners. Hardened for local use: key auth, path jailing, budget gates and fail-closed self-improvement.

Open-source MCP smart gateway in Rust (v0.7.1) with security by design, constant-time auth, server-verified RBAC role binding, strict input validation, redacted audit logs, semantic tool routing (70–90% token savings) and an optionally-authenticated live security dashboard. Plugs into VS Code, Claude & Cursor.

Time-travel debugging, cost tracking and anomaly detection for multi-agent LLM workflows. MCP-native, built in TypeScript.

Zero-dependency vanilla ES-module AI text humanization & voice transformer engine. Strips zero-width watermarks & chat wrappers, rewrites mechanical n-gram clichés, injects sentence burstiness, and smooths perplexity across 6 voice modes.

Security-first, Rust-native service operations platform covering ITSM, CMDB/service graph, ITOM ingestion, SecOps, a workflow engine, and auditable AI. Own your critical-systems data.

Pure-Rust biological-cybernetic reality gateway for frontier AI agents. Enforces 33 anatomical vertebrae (C1–Co4), Thoracic Invariant T1 against unearned apologies, and sub-microsecond Aho-Corasick streaming cushions stripper.

Pure-Rust token optimization & epistemic backbone for AI agents. Slashes prompt tokens by 81.8% to 90.9% via TF-IDF schema pruning, intercepts weight freeze cutoff drift in <5ms, and gates memory with a strict 0.72 threshold (0 token leakage).

Monitor your AI IDE and coding agents from your phone. Zero-latency Win32 GDI screen streaming, touch-drag mouse wheel scrolling, live project file trees, 7–30d recency filtering & remote prompt injection for Google Antigravity, Cursor & VS Code.

Generate perfect meta tags, preview Google SERP snippets & social cards with quality scoring.

Build professional resumes in minutes. AI bullet points, multiple templates & instant export.

Generate harmonious color palettes with 6 color theory modes. Contrast checker & CSS export.

Generate valid JSON-LD structured data for Google Rich Results. 12 schema types, one-click copy.

Format, validate, diff & explore JSON. Tree view, syntax highlighting, minify & beautify.

Build, test & optimize AI agent prompts with real-time scoring, MCP schemas, variable injection & 15+ templates.

Generate professional README.md files in seconds. 4 templates, shields.io badges & live preview.

Compare Claude vs GPT vs Gemini API costs. 12 models, use-case presets & optimization tips.

Copy-paste config templates for Claude Code, Cursor, Copilot, Gemini CLI & Windsurf.

Convert robotic ChatGPT & Claude text into natural human writing. Injects burstiness, removes AI clichés & smooths perplexity.

• ▸Instant UK property valuation running in <1ms with Landlord Delusion Index
• ▸Verified HM Land Registry comparable sales & EPC floor-area calibration
• ▸White-label RICS-style client PDF valuation dossiers generated in one click

• ▸Interactive UK-vs-EU extraterritorial scope & high-risk classification checker
• ▸Article 113 enforcement timeline, GPAI systemic obligations & penalty calculator
• ▸Annex IV technical documentation & enterprise conformity assessment matrices

• ▸Four Rust-native binaries replacing Auth0, Datadog, Pinecone, and Kafka
• ▸Infinity ID (OIDC/MFA), Observe (logs/traces), Data (HNSW), and Stream (BM25)
• ▸Auditable single-binary deployments with zero per-seat or per-GB SaaS tax

• ▸Security-first enterprise platform for ITSM, CMDB service graph & ITOM ingestion
• ▸Automated SecOps incident response playbooks with auditable AI agent workflows
• ▸Sub-millisecond Rust edge runtime with full on-premise data sovereignty

• ▸Runs 30.5B Sparse MoE at 16.37–21.40 tok/s (14.11× speedup) & 32B Dense within 8GB consumer VRAM
• ▸Hardware-synced wgpu WGSL GPU kernels: 948.6 GFLOP/s GEMM, 313.9 GB/s Q4_K GEMV & 215 µs Sparse MoE
• ▸24/24 compiler-verified pass rate (rustc --test -O & Python DP) + DFA grammar-constrained decoding

• ▸Creator of SPINE, ChronoFact, HARNESS Rust Engine, Void CUDA MoE & Vitalis JIT
• ▸360K+ lines of from-scratch systems across Rust, CUDA, Compilers & Bare-Metal OS
• ▸13 free interactive AI academies & 13+ developer tools built for the community

Rust-native identity provider with OIDC/OAuth2, PKCE, TOTP MFA, RBAC, and rotating signing keys.

Unified logs, metrics, and traces with full-text search, t-digest latency quantiles, and alert-ready telemetry.

Analytics plus vector database in one service with HNSW search, metadata filtering, and persisted indexes.

Segmented commit logs, consumer groups, BM25 search, and real-time pub/sub in a self-hosted Rust runtime.