CENTRAL KNOWLEDGE BASE & USER MANUALS

Engineering Guides & How-To Manuals

Comprehensive, plain-English write-ups on downloading, configuring, and operating Agent Junky tools, MCP harnesses, and multi-agent systems architectures.

★ Flagship How-To Guide
SUITE v1.2.x VS Code · Cursor · Antigravity

How to Download, Install & Use Agent Junky Tokenomics

The complete beginner-friendly guide. Learn how to install the .VSIX package, read the real-time status bar telemetry, prune zombie terminal outputs with Transcript Surgery, and execute deterministic state handovers.

✓ Visual GUI & CLI Installation
✓ Transcript Surgery & Tombstoning
✓ Workspace Repository Auditor
✓ State Handover (/handoff)
Systems Engineering Documentation
DEV TOOLS // MCP PROTOCOL

Connecting the Agent Junky MCP Server to Claude Desktop

30-second setup guide for equipping Claude Desktop with deterministic BPE token counting, schema auditing, prompt boundaries, and LangGraph blueprints over stdio or SSE.

View 30-Second Setup Guide →
ARCHITECTURE // SYSTEMS BLUEPRINT

The 7 Layers of AI Systems Engineering

From foundation models to runtime harnesses, autonomous loops, supervised tool gateways, and enterprise ontologies. A complete production engineering blueprint.

Read Architectural Blueprint →
EXPLAINER // EXECUTIVE GUIDE

Chatbot vs Copilot vs Autonomous Agent

The plain-English executive guide to AI maturity. Moving from conversational research assistants (Level 1) to digital operators that take custody of business goals (Level 3).

Read Executive Explainer →
SECURITY // TOOL ARCHITECTURE

Engineering Reliable AI Agent Tool Architecture

Why parameter-explosion traps cause tool call hallucinations in staging. How to design supervised tool gateways with mutation boundaries and structured recovery envelopes.

Read Tool Architecture Guide →
Newsletter Edition #1

Subscribe to The AgentJunky AI Brief

Get practical thinking on agentic AI, enterprise architecture, RAG, and production governance delivered straight to your LinkedIn feed.

Subscribe on LinkedIn ↗

Discuss an AI Opportunity

Need an architectural review, help transitioning an agent prototype to production, or designing governed tool gateways? Let's connect.