Resources Hub for AI Agents

A practical resource hub for building production-grade AI agents. This section collects battle-tested references, diagrams, checklists, and research materials that you can apply directly to your engineering work. No theory without implementation — everything here is selected to help you design, build, and ship reliable agent systems.

What you’ll find here

• Glossary & terminology — Precise definitions of agent architecture terms to establish a shared vocabulary across your team.
• Cheat sheets — Condensed, printable references for agent patterns, MCP primitives, and tool calling schemas.
• MCP & protocol references — Official specification summaries and implementation guides for the Model Context Protocol and related standards.
• Architecture diagrams — Visual blueprints of common agent topologies: single-agent, supervisor, hierarchical, and mesh.
• Prompt patterns — Reusable, tested prompt structures for reasoning, planning, tool selection, and self-correction.
• Tool calling examples — Real-world code samples showing how to define, invoke, and debug tools across providers.
• Production checklists — Pre-deployment rubrics covering observability, security, cost control, and failure modes.
• Research papers — Annotated reading lists and implementation notes from influential papers in the agent space.

Core resource categories

• Glossary — Standardized terminology for AI agent systems.
• Cheatsheets — Compact references for quick lookup during development.
• MCP Specification — The Model Context Protocol explained with practical usage notes.
• Architecture Diagrams — Reusable system design templates for agent architectures.
• Prompt Patterns — A catalog of prompt engineering patterns tailored for agent behavior.
• Tool Calling Examples — Code-first examples of tool definitions and invocation patterns.
• Framework Comparison — Side-by-side evaluation of major agent frameworks.
• Research Papers — Key papers with engineering-focused summaries and takeaways.
• Production Checklist — Comprehensive checklist for deploying agents safely and reliably.

How to use this hub

The hub is organized to match different stages of agent engineering maturity:

• Getting started — Begin with the Glossary and Cheatsheets to solidify your mental model and have quick references at hand.
• Building and integrating — Move to the MCP Specification and Prompt Patterns when you start wiring tools and designing agent reasoning flows.
• Scaling and hardening — Use the Architecture Diagrams and Tool Calling Examples to standardize system design and debug integration issues.
• Optimizing and shipping — Consult the Production Checklist, Framework Comparison, and Research Papers when evaluating tradeoffs and preparing for launch.

Each resource category is maintained as a living document, updated as the agent ecosystem evolves. Use them as references, not tutorials — they assume you already understand the fundamentals from the other sections of this handbook.