AI Systems

# ZajLibrary — documentation context

You are helping the user work with material from ZajLibrary — playbooks, guides, templates, and AI-system docs.

**Mission:** Use the document below as the primary source and help the user apply it.

## Metadata
- title: AI Systems
- url: https://library.zajapps.com/ai-systems/
- status: current
- kind: collection
- category: ai-systems
- description: Browse ZajLibrary pages in AI Systems.

## Assistant instructions
- Use the document body below as the primary source for this topic and help the user apply it.
- Cite section headings (`##`, `###`) when quoting specific parts.

---

# AI Systems

AI Systems is for agent frameworks, assistant integrations, MCP, chat surfaces, and the operational patterns around AI-enabled apps.

## Start here

<CardGrid>
  <LinkCard title="Agent Frameworks" description="Framework-level knowledge. Current topic: Mastra." href="/ai-systems/agent-frameworks/" />
  <LinkCard title="Mastra" description="Handbook pages for agents, tools, workflows, RAG, memory, evals, and deployment." href="/ai-systems/agent-frameworks/mastra/" />
  <LinkCard title="Integrations" description="App-facing AI integration guides: chatbots, Claude Code plugins, and MCP servers." href="/ai-systems/integrations/" />
  <LinkCard title="AI Agent Integration" description="The active integration topic for adding assistants and agent interfaces to apps." href="/ai-systems/integrations/ai-agent-integration/" />
</CardGrid>

## What belongs here

Use **AI Systems** when the subject is the AI layer itself: agent runtime, tool use, memory, evals, assistant UX, or protocol integration. If the AI feature is part of a Laravel app workflow, link both ways rather than duplicating the same procedure.

# AI Systems

> Source: https://library.zajapps.com/ai-systems/

AI Systems is for agent frameworks, assistant integrations, MCP, chat surfaces, and the operational patterns around AI-enabled apps.

## Start here

<CardGrid>
  <LinkCard title="Agent Frameworks" description="Framework-level knowledge. Current topic: Mastra." href="/ai-systems/agent-frameworks/" />
  <LinkCard title="Mastra" description="Handbook pages for agents, tools, workflows, RAG, memory, evals, and deployment." href="/ai-systems/agent-frameworks/mastra/" />
  <LinkCard title="Integrations" description="App-facing AI integration guides: chatbots, Claude Code plugins, and MCP servers." href="/ai-systems/integrations/" />
  <LinkCard title="AI Agent Integration" description="The active integration topic for adding assistants and agent interfaces to apps." href="/ai-systems/integrations/ai-agent-integration/" />
</CardGrid>

## What belongs here

Use **AI Systems** when the subject is the AI layer itself: agent runtime, tool use, memory, evals, assistant UX, or protocol integration. If the AI feature is part of a Laravel app workflow, link both ways rather than duplicating the same procedure.

AI Systems is for agent frameworks, assistant integrations, MCP, chat surfaces, and the operational patterns around AI-enabled apps.

Start here

Agent Frameworks Framework-level knowledge. Current topic: Mastra.

Mastra Handbook pages for agents, tools, workflows, RAG, memory, evals, and deployment.

Integrations App-facing AI integration guides: chatbots, Claude Code plugins, and MCP servers.

AI Agent Integration The active integration topic for adding assistants and agent interfaces to apps.

What belongs here

Use AI Systems when the subject is the AI layer itself: agent runtime, tool use, memory, evals, assistant UX, or protocol integration. If the AI feature is part of a Laravel app workflow, link both ways rather than duplicating the same procedure.

# ZajLibrary — documentation context

You are helping the user work with material from ZajLibrary — playbooks, guides, templates, and AI-system docs.

**Mission:** Use the document below as the primary source and help the user apply it.

## Metadata
- title: AI Systems
- url: https://library.zajapps.com/ai-systems/
- status: current
- kind: collection
- category: ai-systems
- description: Browse ZajLibrary pages in AI Systems.

## Assistant instructions
- Use the document body below as the primary source for this topic and help the user apply it.
- Cite section headings (`##`, `###`) when quoting specific parts.

---

# AI Systems

AI Systems is for agent frameworks, assistant integrations, MCP, chat surfaces, and the operational patterns around AI-enabled apps.

## Start here

<CardGrid>
  <LinkCard title="Agent Frameworks" description="Framework-level knowledge. Current topic: Mastra." href="/ai-systems/agent-frameworks/" />
  <LinkCard title="Mastra" description="Handbook pages for agents, tools, workflows, RAG, memory, evals, and deployment." href="/ai-systems/agent-frameworks/mastra/" />
  <LinkCard title="Integrations" description="App-facing AI integration guides: chatbots, Claude Code plugins, and MCP servers." href="/ai-systems/integrations/" />
  <LinkCard title="AI Agent Integration" description="The active integration topic for adding assistants and agent interfaces to apps." href="/ai-systems/integrations/ai-agent-integration/" />
</CardGrid>

## What belongs here

Use **AI Systems** when the subject is the AI layer itself: agent runtime, tool use, memory, evals, assistant UX, or protocol integration. If the AI feature is part of a Laravel app workflow, link both ways rather than duplicating the same procedure.

# AI Systems

> Source: https://library.zajapps.com/ai-systems/

AI Systems is for agent frameworks, assistant integrations, MCP, chat surfaces, and the operational patterns around AI-enabled apps.

## Start here

<CardGrid>
  <LinkCard title="Agent Frameworks" description="Framework-level knowledge. Current topic: Mastra." href="/ai-systems/agent-frameworks/" />
  <LinkCard title="Mastra" description="Handbook pages for agents, tools, workflows, RAG, memory, evals, and deployment." href="/ai-systems/agent-frameworks/mastra/" />
  <LinkCard title="Integrations" description="App-facing AI integration guides: chatbots, Claude Code plugins, and MCP servers." href="/ai-systems/integrations/" />
  <LinkCard title="AI Agent Integration" description="The active integration topic for adding assistants and agent interfaces to apps." href="/ai-systems/integrations/ai-agent-integration/" />
</CardGrid>

## What belongs here

Use **AI Systems** when the subject is the AI layer itself: agent runtime, tool use, memory, evals, assistant UX, or protocol integration. If the AI feature is part of a Laravel app workflow, link both ways rather than duplicating the same procedure.