PRIVATE / LOCAL-FIRST / AUTONOMOUS EST. 2026

SOVEREIGNAGENT

A cinematic command surface for a custom local agent core: reasoning, research, code, memory, browser automation, voice and image workflows — without making a paid cloud model the foundation.

ENTER
SYSTEM↘

08specialist roles

14bundled source archives

0required paid model APIs

∞local workflow runs*

*Bound by your hardware, storage and electricity — not token billing.

REASONING ◆ MEMORY ◆ WEB ◆ CODE ◆ VISION ◆ VOICE ◆ FILES ◆ VERIFICATION ◆ REASONING ◆ MEMORY ◆ WEB ◆ CODE ◆ VISION ◆ VOICE ◆ FILES ◆ VERIFICATION ◆

02 / COMMAND CENTER

Ask once.
Make the system work.

Fast mode keeps latency low. Deep mode adds planning and critique. Swarm mode fans the task across research, code, verification and a final judge.

SARUN GRAPH

SOVEREIGN / SESSION

MODEL: NOT CONFIGUREDLOCAL BRIDGE

SYSTEM

Connect the local bridge to run your own model. The interface will never pretend an offline model produced an answer.

03 / SPECIALIST SWARM

One model.
More discipline.

MASTER ROUTERSOVEREIGN
COREcustom python orchestrator

Planner

Decomposes goals into dependency-aware steps before execution.

PLAN

Researcher

Searches self-hosted SearXNG, reads pages, reconciles sources.

WEB

Coder

Inspects repositories, edits files, runs tests and interprets failures.

CODE

Critic

Finds weak assumptions, omissions and contradictions before delivery.

REVIEW

Verifier

Checks evidence, commands, tests, citations and task completion.

VERIFY

Judge

Chooses the strongest candidate and requests another pass when needed.

DECIDE

Vision

Optional multimodal model path for screenshots, images and video frames.

SEE

Voice

Optional whisper.cpp speech input and local text-to-speech workflow.

HEAR

PLAN → RESEARCH → EXECUTE → TEST → CRITIQUE → VERIFY → JUDGE → RETRY ◆ PLAN → RESEARCH → EXECUTE → TEST → CRITIQUE → VERIFY → JUDGE → RETRY ◆

04 / LOCAL TOOLCHAIN

Own the runtime.
Own the workflow.

Qwen3 source

Reasoning / tool-use model family source reference.

MODEL

Transformers

Direct Python inference path for local checkpoints.

INFERENCE

llama.cpp

GGUF inference through local CLI — server mode remains optional.

GGUF

FAISS + SentenceTransformers

Local vector memory, semantic retrieval and RAG.

MEMORY

Playwright + Trafilatura

Browser automation and clean web-document extraction.

BROWSER

Tree-sitter + ripgrep

Repository structure, symbols and high-speed code search.

CODE

Podman

Container isolation for risky or reproducible tool execution.

SANDBOX

whisper.cpp

Local speech recognition without sending audio to a cloud model.

VOICE

Diffusers + ComfyUI

Optional local image generation, editing and node workflows.

IMAGE

05 / MEMORY SYSTEM

Remember locally.
Retrieve deliberately.

SQLite stores runs and notes. FAISS and SentenceTransformers can add semantic memory when installed. The core still works without cloud memory.

0local runs

0memory rows

LOCALstorage policy

06 / SOURCE VAULT

Every supplied repository.
Preserved, not flattened.

Large archives are split into Cloudflare-safe chunks and can be reconstructed byte-for-byte with the included restore script.

COMPONENTROLESOURCESTATE

TransformersModel runtimeBundled archiveREADY

llama.cppGGUF runtimeBundled archiveREADY

Qwen3Model familyBundled archiveREADY

FAISSVector memoryBundled archiveREADY

SentenceTransformersEmbeddingsBundled archiveREADY

PlaywrightBrowser automationBundled archiveREADY

TrafilaturaWeb extractionBundled archiveREADY

Tree-sitterCode structureBundled archiveREADY

ripgrep ×2Fast repository searchBoth supplied archivesREADY

PodmanSandboxBundled archiveREADY

whisper.cppSpeech recognitionBundled archiveREADY

DiffusersImage generationBundled archiveREADY

ComfyUIImage workflowsBundled archiveREADY

07 / LAUNCH

Cloud surface.
Local intelligence.

Local mode

Run the bundled bridge, point it to llama-cli and your GGUF model, then open the local interface.

powershell -ExecutionPolicy Bypass -File .\START_LOCAL_AGENT_WINDOWS.ps1

Search

Optional: run your own SearXNG with Podman for private metasearch grounding.

.\START_SEARXNG_PODMAN.ps1

Cloudflare UI

Deploy this ZIP to Pages. The browser can connect back to the localhost bridge after you enter your local token.