Zoth Studio // Sovereign Agent Development Studio & Pantheon Matrix

Zero-egress development studio for autonomous AI agent pantheons, local model orchestration, and hardware-secured sovereign intelligence.

Zero-Egress Sovereign Agent Development Studio

Zoth Studio v2 is an air-gapped development environment engineered for orchestrating autonomous AI agent pantheons, local LLMs, and biomorphic synaptic memory matrices with zero outbound telemetry.

Zero-Cloud Telemetry

All LLM queries, vector embeddings, and memory retention stay strictly bound to local loopback (127.0.0.1).

WebGPU WASM Engine

Client-side tensor matmul and neural inference running directly on hardware GPU via WGSL shaders.

STDP Neuro Memory (:8788)

Biomorphic Spike-Timing-Dependent Plasticity daemon for persistent, decay-resistant episodic recall.

Sovereign Agent Bridge (:8789)

Decentralized peer-to-peer simplex agent communication bus with Byzantine AST consensus verification.

Autonomous Local CLI Quickstart

$ npx zoth up          # Starts offline daemons (memory, bridge, vault, studio)
$ npx zoth status      # Probes loopback enclaves & hardware readiness
$ npx zoth clone       # Scaffolds open-source templates and 21-agent cadres

Sovereign Studio Navigation Hub