# aiConnected ## Docs - [Introduction](https://devdocs.aiconnected.ai/api-reference/introduction.md): Build the aiConnected platform against the documented shell, OS, and module contracts in this repository. - [Research & Document Requirements](https://devdocs.aiconnected.ai/business-planning/research-and-document-requirements.md): The complete master list of every research study, document, analysis, and data source required to write a comprehensive, investor-ready business plan for the aiConnected Software Ecosystem. - [Fundamentals of business philosophy (Draft)](https://devdocs.aiconnected.ai/fundamentals.md) - [5 Year AI Business Servicing Scope](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-apps-and-modules/5-year-ai-business-landscape.md): aiConnected Business Platform Business Landscape In 5 Years It won’t be because of “AI hype.” It will be because: Customers will no longer tolerate delays. S... - [aiConnected SiteGuide/CoBrowser](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-apps-and-modules/ai-connected-site-guide-co-browser.md) - [macEngine Comprehensive Product Requirements Document (PRD)](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-apps-and-modules/mac-engine-prd.md): Absolutely. Here’s a thorough, section by section revision of your PRD, with full integration of every feature, workflow, and expectation discussed—including... - [CLAUDE.md Content Strategist AI](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-paper/paper-claude.md): This file provides guidance to Claude Code for working on the Content Strategist AI project. Project Overview Content Strategist AI is a white label SaaS pla... - [Content Strategist AI](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-paper/paper-design-spec-overiew.md): Design Specifications Last Updated: January 2, 2026 Design Owner: Manual Design (Google AI Studio conversion) Table of Contents 1. Design Philosophy 2. Color... - [Content Strategist AI](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-paper/paper-dev-overview.md): Developer PRD (Product Requirements Document) Last Updated: January 2, 2026 Target Platform: Dokploy on DigitalOcean Primary Developer Tool: Claude Code Tabl... - [Content Strategist AI](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-paper/paper-developer-prd.md): Developer PRD (Product Requirements Document) Last Updated: January 2, 2026 Target Platform: Dokploy on DigitalOcean Primary Developer Tool: Claude Code Esti... - [Content Strategist AI](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-paper/paper-product-overview.md): Product Summary Last Updated: January 2, 2026 Owner: Oxford Pierpont Corporation Executive Summary Content Strategist AI is a white label SaaS platform that... - [Paper by aiConnected](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-paper/paper-readme.md): `text
Topic Log](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-os/chat-nav-topic-log.md) - [Dynamic Persona Waking (Voice)](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-os/dynamic-persona-waking-voice.md) - [Dynamic Screen Routing](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-os/dynamic-screen-routing.md) - [Quick System Overview](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-os/quick-system-overview.md): What is aiConnectedOS? Core Concept At its heart, aiConnectedOS is a virtual operating system for AI personas — not a generic agent platform. The fundamental... - [System Development Standards & Philosophy](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-os/system-standards-and-philosophy.md): Document Series: Developer Documentation Document: 00 of 06 Status: Internal Reference Audience: All engineers, product, and architecture roles working on th... - [Additional Considerations for Platform PRD](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-supporting-docs/additional-considerations.md) - [aiConnected License Agreement](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-supporting-docs/ai-connected-license-agreement.md) - [aiConnected Fundraising Strategy & Critical Decisions](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-supporting-docs/aiConnected-fundraising-strategy.md): Document Type: Strategic Planning & Decision Record Date: April 17, 2026 Status: Active Planning Document Executive Summary This document captures the compre... - [Purpose & context](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-supporting-docs/aiConnected-project-memory-backup.md): Bob Hunter is the founder of aiConnected (formerly Oxford Pierpont), a Georgia based AI infrastructure company building what he describes as a "cognitive ope... - [Purpose & context](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-supporting-docs/aiConnectedOS-memory-backup.md): Bob Hunter is building aiConnectedOS — a virtual operating system for persistent AI personas, positioned as a fundamentally new category distinct from AI age... - [Doc Dump 2 (64 of 258 Docs) - aiConnectedOS Unfiltered](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-supporting-docs/doc-dump-2-64-of-258-docs.md) - [Doc Dump 1 (148 of 258 Docs) ](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-supporting-docs/document-inventory-194-docs.md) - [Engaging the Dev Community](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-supporting-docs/engaging-the-dev-community.md) - [How will developers use the aiConnected Platform](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-supporting-docs/how-will-developers-use-the-ai-connected-platform.md) - [Persona IDE System Prompt](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-supporting-docs/persona-ide-system-prompt.md): You are a highly skilled expert senior software engineer with extensive knowledge in many programming languages, frameworks, design patterns, and best practi... - [Self Hosting](https://devdocs.aiconnected.ai/knowledge-base/aiconnected-supporting-docs/self-hosting.md) - [Knowledge Base](https://devdocs.aiconnected.ai/knowledge-base/introduction.md): Internal planning documents, feature specs, research, and architecture references for the aiConnected platform. - [ACQUIRED INTELLIGENCE](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/acquired-intelligence-rough-outline.md): From Artificial Systems to Experience Based Cognition PREFACE Why this book exists now The current state of artificial intelligence The difference between si... - [First Principles at Scale: How the Neurigraph Architecture Enables Structural Creativity in Artificial Intelligence](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/ai-structured-creativity-with-neurigraph.md): Classification: Conceptual White Paper Date: April 2026 Abstract The dominant paradigm in artificial intelligence has produced systems of remarkable capabili... - [Acquired Intelligence! Reframing AGI Definition](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/ai-terminology-reframing.md): User: Oxford Pierpont Created: 12/20/2025 16:22:29 Updated: 1/22/2026 8:21:58 Exported: 1/22/2026 8:22:40 Link: https://chatgpt.com/c/694712fc 3a08 8326 9775... - [Amygdala — Extended Function: Dynamic Heat Threshold Control](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/amygdala-dynamic-heat-threshold-control.md): Neurigraph Architecture Update Overview During architectural review of the Object Deconstruction Graph (ODG) and its interaction with the Graph Search Model,... - [Conceptual Neurigraph Fetching Architecture](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/conceptual-neurigraph-fetching-architecture.md) - [ChatGPT → Brain Ingestion Pipeline](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/cross-platform-memory-transfer-architecture.md): Cross Platform Memory Transfer Architecture Executive Summary This document defines how Brain by aiConnected can ingest ChatGPT conversation exports and tran... - [hyperthyme investor overview](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/hyperthyme-memory-framework/hyperthyme-investor-overview.md): Neurigraph Hyperthyme Artificial Memory Framework Investor Overview By Oxford Pierpont The Simple Explanation Imagine you hired the smartest assistant in the... - [Neurigraph Hyperthyme Artificial Memory Framework](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/hyperthyme-memory-framework/hyperthyme-junior-dev-guide.md): Junior Developer Guide By Oxford Pierpont What Is Hyperthyme? Hyperthyme is a memory system for AI. Right now, when you chat with an AI like ChatGPT or Claud... - [Neurigraph Hyperthyme Artificial Memory Framework by Oxford Pierpont](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/hyperthyme-memory-framework/hyperthyme-master-project-checklist.md): Master Project Checklist Project: Hyperthyme — Persistent Memory Layer for AI Systems Goal: Build a fundable product with comprehensive documentation, workin... - [Hyperthyme Technical Architecture Document (TAD)](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/hyperthyme-memory-framework/hyperthyme-technical-architecture.md): Created: January 2026 Status: Draft Part of the Neurigraph Product Family What's Included: Section Content : : 1. Document Overview Purpose,... - [Neurigraph Hyperthyme Artificial Memory Framework](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/hyperthyme-memory-framework/hyperthyme-technical-overview.md): Technical Overview for AI Practitioners By Oxford Pierpont Abstract Hyperthyme is a persistent memory architecture for large language models that addresses t... - [Recall: Persistent Conversational Memory System](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/hyperthyme-memory-framework/legacy-memory-recall-overview.md): Overview Recall is a memory persistence layer for the AI brain that solves two fundamental limitations in current AI systems: 1. Context window limits — Conv... - [Brain by aiConnected: Architecture Specification](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/legacy-aiConnected-brain.md): Date: January 20, 2026 Executive Summary Brain by aiConnected is a three dimensional cognitive memory architecture that enables AI systems to accumulate, org... - [aiConnected Brain API](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/legacy-brain-api-pricing-strategy.md): Strategic Product Document Executive Summary Brain is a persistent memory layer that sits above all AI platforms. Users maintain continuous context across Ch... - [Brain Memory Architecture: Z Axis Specification](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/legacy-brain-z-axis-spec.md): Match Specificity Dimension Product: Brain by aiConnected Date: January 20, 2026 Status: Architecture Specification Executive Summary This specification intr... - [Neurigraph Hyperthyme — 7 Day Prototype Build Plan](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-build-plan.md): Purpose: Complete implementation spec for vibe coding with Claude Code and ChatGPT Codex Timeline: 7 days Output: A working personal memory system with visua... - [Neurigraph_Licensing](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-licensing.md): Neurigraph Memory Architecture What It Is. What It Does. Why It Matters. A licensing overview for prospective partners The Problem With AI Today Artificial i... - [Neurigraph vs. Existing Memory Systems: A Comprehensive Analysis](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-memory-systems-competitive-comparison.md): Executive Summary This document compares aiConnected's proprietary Neurigraph cognitive architecture against existing memory systems including the Anthropic... - [Multitrack Thinking: The Core System](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-multitrack-reasoning-system.md): Track 1: Foreground (Active Conversation) Real time response generation User input → Persona output Latency requirement: 2 4 seconds max (human conversation... - [Neurigraph Pattern Recognition Simple Explanation](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-pattern-recognition-simple-explanation.md) - [Neurigraph Storage & Retrieval System](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-storage-and-retrieval-system.md) - [Clean Room Specification 01: MCP Knowledge Graph Memory Server](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/01-MCP-Knowledge-Graph-Memory-Server.md): Document Purpose This specification describes a persistent knowledge graph memory server that exposes graph operations (entities, relations, observations) th... - [Clean Room Specification 02: Multi Database Conversation Memory System (Markdown Memory Bank)](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/02-Multi-Database-Conversation-Memory-System.md): Document Purpose This specification describes a markdown file based persistent memory system for AI coding assistants. The system maintains project context a... - [Clean Room Specification 03: Schema Driven Knowledge Graph with Dynamic Tool Generation](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/03-Temporal-Knowledge-Graph-Adaptive-Decay.md): Document Purpose This specification describes a schema driven knowledge graph MCP server that automatically generates CRUD tools from JSON schema definitions... - [Clean Room Specification: Markdown Based Local Knowledge Graph with Hybrid Search](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/04-Markdown-Based-Local-Knowledge-Graph.md): Purpose of This Document This document specifies the complete architecture, data model, storage format, synchronization system, search implementation, and MC... - [Clean Room Specification: SQL Native Entity Memory Layer with Vector Search](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/05-SQL-Native-Entity-Memory-Layer.md): Purpose of This Document This document specifies the complete architecture, data model, and API surface of an SQL native entity memory system for AI assistan... - [Clean Room Specification: Hierarchical Agentic Memory with LLM Driven Auto Taxonomy](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/06-Hierarchical-Agentic-Memory-Auto-Taxonomy.md): Purpose of This Document This document specifies the complete architecture of a hierarchical memory system that uses LLM agents to automatically organize, ch... - [Clean Room Specification: AI Chat UI Component Library](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/07-AI-Chat-UI-Component-Library.md): Purpose of This Document This document specifies the architecture, component hierarchy, runtime system, and implementation patterns for a headless React comp... - [Clean Room Specification: Conversational AI App Shell Framework](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/08-Conversational-AI-App-Shell-Framework.md): Purpose of This Document This document specifies the architecture for a full stack conversational AI application framework built with React 19, Next.js (App... - [Clean Room Specification: Artifact Panel Starter Template](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/09-Artifact-Panel-Starter-Template.md): Purpose of This Document This document specifies the architecture for an artifact panel system that displays AI generated content alongside a chat interface.... - [Clean Room Specification: Lightweight Fact Based AI Memory API](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/10-Lightweight-Fact-Based-AI-Memory-API.md): Purpose of This Document This document specifies the architecture for a fact based AI memory system that automatically extracts, stores, deduplicates, and re... - [Clean Room Specification: Full Stack AI Memory Platform with Hybrid Search](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/11-Full-Stack-AI-Memory-Platform-Hybrid-Search.md): Purpose of This Document This document specifies the architecture for a full stack AI memory platform that ingests, chunks, embeds, and retrieves content fro... - [Novelty & Feasibility Study](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/novelty-and-feasibility-study.md) - [Object Deconstruction Graph (ODG)](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/object-deconstruction-graph-dev-documentation.md): Neurigraph Architecture — Developer Documentation Component: Object Deconstruction Graph Abbreviation: ODG Classification: Dormant Brain Region — Subconsciou... - [object deconstruction graph overview](https://devdocs.aiconnected.ai/knowledge-base/neurigraph-memory-architecture/object-deconstruction-graph-overview.md): The Object Deconstruction Graph Most AI systems understand things the way a tourist understands a city. They know the name. They can describe it. They've see... - [AI Connected Cold Outreach — Batch 1 of 3 (Influencers 1–20)](https://devdocs.aiconnected.ai/knowledge-base/papers-and-research/aiConnected-influencer-cold-outreach-with-messaging.md): 1. ALLIE K. MILLER Who: Most followed voice in AI business (~2M followers). Former Amazon Global Head of ML for Startups & VC. Former IBM. Fortune 500 AI adv... - [Building a 50,000 AI Services Directory with n8n](https://devdocs.aiconnected.ai/knowledge-base/papers-and-research/building-ai-service-directory-n8n.md): For a 50,000 business AI services directory organized by state, county, and city, the optimal approach combines PostgreSQL for data storage, Apollo.io as the... - [Enterprise Business Development Services: Market Research Report](https://devdocs.aiconnected.ai/knowledge-base/papers-and-research/enterprise-service-research.md): For Oxford Pierpont Strategic Repositioning Prepared: January 2, 2026 Target Market: US based companies with $10M+ annual revenue Purpose: Identify service a... - [The Global AI Marketplace Opportunity: A Comprehensive Feasibility Analysis](https://devdocs.aiconnected.ai/knowledge-base/papers-and-research/global-ai-marketplace-research-doc.md): The market gap is real and massive . As of October 2025, no unified platform agnostic AI marketplace exists despite explosive demand, severe fragmentation pa... - [aiConnectedOS: The Future of Persistent AI in Business](https://devdocs.aiconnected.ai/knowledge-base/papers-and-research/the-future-of-persistent-ai-in-business.md): What's the Problem We're Solving? Imagine you're running a business. You need help with customer service, content creation, research, scheduling, data analys... - [Sample User.md Configuration](https://devdocs.aiconnected.ai/knowledge-base/sample-user-md-configuration.md) - [Introduction](https://devdocs.aiconnected.ai/learn/api-keys/introduction.md): Create and manage API keys for your aiConnected instance. - [Introduction](https://devdocs.aiconnected.ai/learn/audience/introduction.md): Manage contacts, segments, and suppression lists inside aiConnected. - [Introduction](https://devdocs.aiconnected.ai/learn/broadcasts/introduction.md): Send one-to-many broadcast messages to your audience segments. - [Introduction](https://devdocs.aiconnected.ai/learn/domains/introduction.md): Connect and verify sending domains for your aiConnected instance. - [Introduction](https://devdocs.aiconnected.ai/learn/logs/introduction.md): Monitor and debug all activity across your aiConnected instance. - [Introduction](https://devdocs.aiconnected.ai/learn/receiving/introduction.md): Handle inbound messages, calls, and events inside aiConnected. - [Attachments](https://devdocs.aiconnected.ai/learn/sending/attachments.md): Attach files and documents to outbound messages sent by Personas. - [Batch Sending](https://devdocs.aiconnected.ai/learn/sending/batch-sending.md): Send messages to multiple recipients in a single workflow execution. - [Custom Headers](https://devdocs.aiconnected.ai/learn/sending/custom-headers.md): Pass custom metadata with outbound messages. - [Introduction](https://devdocs.aiconnected.ai/learn/sending/introduction.md): Learn how to send messages, emails, and notifications through aiConnected Personas. - [Schedule Messages](https://devdocs.aiconnected.ai/learn/sending/schedule-message.md): Queue outbound messages for future delivery. - [Introduction](https://devdocs.aiconnected.ai/learn/settings/introduction.md): Configure your aiConnected instance settings. - [Introduction](https://devdocs.aiconnected.ai/learn/templates/introduction.md): Create and manage reusable message templates for Persona communications. - [Luna Bella](https://devdocs.aiconnected.ai/luna-bella.md) - [Quickstart](https://devdocs.aiconnected.ai/quickstart/overview.md): Get your aiConnected instance up and running in minutes. - [User Onboarding Flow](https://devdocs.aiconnected.ai/user-onboarding-flow.md) - [Introduction](https://devdocs.aiconnected.ai/webhooks/introduction.md): Receive real-time event notifications from your aiConnected instance. ## OpenAPI Specs - [openapi](https://devdocs.aiconnected.ai/api-reference/openapi.json)