Production Ready

The AI Operating System
Built for Individual Founders

A complete, local-first platform that runs on your hardware. 15+ specialized agents. Zero cloud dependencies. Full human-in-the-loop governance.

How It Works

Every night, a 36-phase pipeline runs autonomously, then surfaces results for your approval.

1

Monitor

Scan inbound signals

2

Research

Deep analysis

3

Generate

Create content

4

Evaluate

Quality gates

5

Approve

You decide

The overnight loop runs 36 phases across research, content generation, deal analysis, and evaluation. Every result comes to you for approval before any execution. You stay in control.

4-Layer Architecture

Each layer is designed to compound the power of the layers above it.

Orchestration
DAG Executor Agent Registry Shared State Bus Overnight Pipeline Approval Queue
Intelligence
Research Agent Inbound Scanner Deal Flow Hypothesis Gen Trading Agent
Execution
Content Engine Publisher Newsletter Monetization Analytics
Foundation
Exocortex Memory Circuit Breakers Health Monitor Local LLMs Ollama Runtime

15+ Specialized Agents

A complete operating system for research, content creation, trading, and deal flow.

Research
📚

Research Agent

Multi-pass deep research with structured reports, exec summaries, and implementation steps.

Research
📰

Inbound Scanner

Monitors Hacker News, Reddit, X, and market signals. Scores and prioritizes opportunities.

Research
💰

Deal Flow Agent

Detects revenue opportunities, ranks by actionability, surfaces specific next steps.

Content
✍️

Content Generator

Trend-aware content creation with research integration and quality scoring.

Content
🔗

X Engine

Research-to-thread formatting, engagement optimization, and publishing pipeline.

Content
📬

Newsletter Compiler

Aggregates insights and content. Formats for distribution. Human review before send.

Evaluation

Quality Evaluator

Two-layer assessment: rule-based checks + LLM scoring. Catches fabrication and safety issues.

Evaluation
📊

Hypothesis Engine

Generates testable hypotheses from overnight runs. Self-improvement through structured experiments.

Trading
📈

Paper Trading Agent

Momentum, mean reversion, trend following. Live crypto data. Circuit breaker risk controls.

Trading
💹

Signal Engine

Multi-factor signals with risk scoring. Backtesting and performance tracking.

Trading
🎯

Backtester

Historical simulation with fee accounting, slippage, and realistic scenario analysis.

Intelligence
🧠

Knowledge Indexer

Builds searchable knowledge base from research runs. Persistent company memory.

Execution
📲

Publish Manager

Schedules, publishes, and monitors content across channels. Human approval always required.

Execution
💬

Engagement Agent

Monitors mentions and replies. Surfaces community signals for your review.

Intelligence
💡

Monetization Scout

Identifies partnership and revenue opportunities aligned with your content and brand.

Battle-tested Stack

Proven technologies that keep everything local and fast.

Hardware & Runtime

M3
Mac Studio M3 Ultra

96 GB unified memory. Single-machine deployment.

🔥
Ollama

Local LLM runtime. Mistral, Llama 2, and custom fine-tuned models.

🐍
Python 3.11+

Agent orchestration, pipeline execution, data processing.

📦
PostgreSQL

Persistent state, memory, and audit log storage.

Interfaces & Monitoring

🎨
SwiftUI Dashboard

Native Mac app for monitoring, approval queue, and control.

📊
Prometheus + Grafana

Metrics, health monitoring, and performance tracking.

📚
Vector DB (Weaviate)

Semantic search, knowledge indexing, and memory retrieval.

🔐
Local Authentication

No cloud auth. SSH keys and system-level access control.

100% Local
0 Cloud Dependencies

Everything runs on your hardware. No SaaS, no vendor lock-in, no data leakage. You own every byte.

🏠
Runs locally
🔒
Your data stays yours
No latency
🎯
Full control