Personal_AI_Infrastructure

Agentic AI Infrastructure for magnifying HUMAN capabilities.

26 articles 8.4k View on GitHub ↗
26 articles
The 12 Named Agents in PAI: Specializations and Roles

Explore the 12 named agents in Personal AI Infrastructure PAI. Discover their unique specializations from Algorithm and Architect to research specialists and understand their crucial roles in system design and security.

deep-dive
Feb 19, 2026
PAI Three-Tier Memory Architecture (Hot, Warm, Cold): Complete Technical Guide

Understand PAI's three-tier memory architecture: hot, warm, and cold. Learn how this system empowers AI agents with persistent context and continuous learning for better performance.

technical-guide
Feb 19, 2026
Understanding the Continuous Learning Loop in PAI v2.3 and Later

Discover the continuous learning loop in PAI v2.3+. Learn how automatic user interaction transforms into system improvements across four key stages: data capture, sentiment analysis, pattern extraction, and self-upgrade.

deep-dive
Feb 16, 2026
How PAI's Status Line Indicates Learning Signals and Context Utilization

Discover how PAI's status line shows learning signals via user feedback counts and context utilization through a real-time token window percentage. Learn more now!

deep-dive
Feb 16, 2026
How PAI Manages Notification Routing with ntfy and Discord

Learn how PAI manages notification routing using ntfy and Discord. Discover how to customize alert delivery to mobile push or team webhooks via settings.json.

how-to-guide
Feb 16, 2026
How the Algorithm Self-Upgrade Loop Functions in Personal AI Infrastructure (PAI)

Discover how the algorithm self-upgrade loop in Personal AI Infrastructure creates versioned patches, rebuilding the system for enhanced autonomous execution and continuous improvement.

internals
Feb 16, 2026
How PAI Integrates with Fabric: Architecture and Native Execution Patterns

Discover how PAI integrates with Fabric, using it as an embedded prompt library for native execution. Learn about its architecture and patterns.

architecture
Feb 16, 2026
Migrating from PAI v2.5 to v3.0: How to Preserve Your Settings

Effortlessly migrate PAI v2.5 to v3.0. Learn how to preserve your settings.json and personal content by treating the upgrade as a fresh install. Get the most out of your PAI upgrade.

migration-guide
Feb 16, 2026
How PAI Handles Parallel Loop Execution with Configurable Agents

Discover how PAI handles parallel loop execution with configurable agents. Learn about its multi-process approach for efficient PRD criteria partitioning and real-time state synchronization.

how-to-guide
Feb 16, 2026
How PAI Prevents Build Drift During Algorithm Execution: A Technical Deep Dive

Learn how PAI prevents build drift during algorithm execution by using a continuous verification loop that binds build phases to live Ideal State Criteria and validates artifacts for integrity.

deep-dive
Feb 16, 2026
How PAI Security Hook System Validates Commands Before Execution

Discover how PAI's security hook system validates commands, using regex patterns to block dangerous operations before they execute and protecting your OS.

how-to-guide
Feb 16, 2026
Platform-Specific Code Differences Between PAI on macOS and Linux

Discover platform specific code differences between PAI on macOS and Linux. Learn about utility syntax, service management, and binary variations for seamless cross-platform development.

internals
Feb 16, 2026

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