EverSwarm

The Sovereign AI Stack

You Don't Need the Most Powerful AI. You Need Its Harness.

Loop engineering. Multi-model routing. One operator. The system that runs while you sleep.

The Real Insight

In early 2026, a model called Fable 5 went viral and was pulled offline within three days. Everyone talked about the model. The real insight was what surrounded it: a harness that ran autonomously, spawned verification agents, self-corrected, and compounded learning across sessions. That harness is called loop engineering. You can build it today.

Proof

One operator. One instruction. 40 minutes later.

23
prospects identified autonomously
$8,400
new MRR in 13 days
13
days from loop to revenue
Read the full story →

Architecture

The 5-Layer Sovereign Mission Stack

Everyone is talking about which AI is most powerful. Operators making money aren't asking which AI — they're asking which system to put around it.

01
IntelligenceClaude · DeepSeek · Ollama

The models. Not the product — the raw material.

02
ExecutionHermes OS · Loop Engine · Claude Code · OpenClaw

The harness that makes the models do real work.

03
Research / Real-TimeFusion · Perplexity · X

Live signal. What's happening now, fed into the loop.

04
SelfObsidian · Journal · Goals · Jarvis

Memory and context. The stack knows you.

05
Financial IntelligenceToken Tax Saver · SR&ED

Track spend, optimize cost, document for tax credits.

The Suite

Products

Hermes OS

Available

The command center. A local dashboard that brings Claude, DeepSeek, Ollama, and your Obsidian vault into one sovereign interface. Your stack, your machine, your rules.

OttoPin

In Development

Pinterest traffic on autopilot — via official Pinterest API only. Finds your audience's pain points, generates pin content, schedules at optimal times, routes traffic to your offers.

Token Tax Saver

In Development

Your AI spend tracked, optimized, and documented for Canadian SR&ED tax credits. Routes tasks to the cheapest capable model and builds the documentation your accountant needs.

Sovereign AI Profit System

Available

Two guides. 115+ prompts. The complete framework for building and running a sovereign AI stack as a one-person operation.

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Ready to run your stack?

No countdown timer. No fake scarcity. Available when you are.

Get the System — $56 CAD →