Building local-first AI runtimes, Wasm-sandboxed MCP tooling, and distributed media systems.

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• Languages & Systems: Rust, TypeScript, Python
• AI & Agentic Tooling: Model Context Protocol (MCP 2026-07-28), GGUF/safetensors, Unsloth, VRAM Budgeting, Wasmtime / Extism (WASM)
• Web, API & Backend: Nuxt 4, Vue 3, Bun, Nitro v3, Axum, Docker Swarm, Redis, CockroachDB
• Media & Streaming: FFmpeg, WebCodecs, LiveKit SFU, HLS, Cloudflare R2 / AWS S3

Rune Studio: Local-first AI workspace and agentic development environment unifying local model inference (rune-infer) and Wasm-sandboxed MCP tool execution (rune-kit) into an interactive desktop studio for prompt engineering, model benchmarking, and real-time agent telemetry.

Rune Infer: High-performance, single-binary AI model gateway unifying local GGUF engines and cloud APIs with pre-flight VRAM budgeting, LRU model unloading, and zero-crash process isolation.

Rune Kit: High-concurrency Rust runtime host for the Model Context Protocol (MCP), featuring secure, memory-isolated wasm32-wasip1 Extism sandboxes and Stdio JSON-RPC multiplexing.

Rune Tools: Official registry and CLI package manager for the Rune MCP ecosystem, automating the build, distribution, and cryptographic verification of portable WebAssembly agent plugins.

UnAi: Unified TypeScript adapter standardizing text generation, token streaming, structured JSON schemas, and tool execution across 7 providers and 56+ models.

Modest Human Brands (MHB Core): End-to-end collaborative workflow management platform and Agency OS (Nuxt 4, Vue 3, SSR/PWA) built for creative studios to unify multi-project shoot timelines, budget scoping, brand identity specs, and client approval pipelines.

MMedia: Event-driven, containerized media microservice orchestrating background job queues, hardware-accelerated DASH transcoding via FFmpeg, and LiveKit WebRTC-to-HLS live broadcasting.

MStudio: High-performance desktop workstation (Rust, Tauri v2, Vue 3) featuring P2P asset synchronization via Iroh QUIC streams, multithreaded FFmpeg bulk watermarking, and an Axum PNA cryptographic bridge.

MDrive: Unified cloud media storage and distribution engine delivering high-resolution video, audio, and raw production assets via global CDN with granular access control and signed URL delivery.

MDoc: Cryptographic PDF signing and document verification microservice (Nitro v3) featuring secure digital file stamping, automated SOW/agreement workflows, and an immutable audit trail timeline for maximum accountability.

MConnect: Omnichannel client outreach and engagement gateway featuring a dynamic template builder, campaign tracking, WebRTC/SIP telephony, WhatsApp automation, and anti-bot email telemetry.

MSync: Native desktop streaming and background synchronization daemon enabling continuous, zero-friction raw footage handoff from field crews directly into editing suites and MDrive cloud storage.

MCoordinate: Internal event-routing and webhook orchestration service managing real-time state updates, cross-service triggers, and automated milestone notifications across team and client dashboards.

MWap: Media-centric real-time communication and automated WhatsApp/chat workflow bridge designed to synchronize client feedback and rapid approvals directly into active project channels.