analisa

1274 Docs

How do AI agents connect to external tools and services?

Last Updated: March 18, 2026

AI agents connect to external tools through MCP (Model Context Protocol), a standard that creates secure bridges between the AI and your platforms like WordPress, FluentCRM, Google Calendar, and more. Each connection gives the agent specific capabilities.

What is agent memory in AI?

Last Updated: March 18, 2026

Agent memory is how an AI agent retains context between tasks and sessions. It includes short-term memory (within a single workflow) and long-term memory (stored preferences, past decisions, and accumulated knowledge about your business).

Do AI agents learn over time?

Last Updated: March 18, 2026

Not in the way humans learn, but yes in a practical sense. AI agents can use memory systems and logs to build context over time, remembering past decisions, user preferences, and what worked before to improve their performance.

How is an AI agent different from a script or macro?

Last Updated: March 18, 2026

Scripts and macros follow fixed steps every time with no variation. AI agents understand context, make judgment calls, and adapt their approach based on what they find. Scripts are rigid; agents are flexible and intelligent.

What does it mean for an AI to take action?

Last Updated: March 18, 2026

When an AI takes action, it goes beyond generating text and actually does something in your business systems — publishing a post, sending an email, updating a database, or scheduling an event through connected tools.

Can I build my own AI agent without coding?

Last Updated: March 18, 2026

Yes. Building an AI agent today means writing clear instructions in plain English, not writing code. If you can explain a task step by step to a new hire, you can create an agent skill that handles that task automatically.

What are the core components of an AI agent?

Last Updated: March 18, 2026

Every AI agent has four core components: a language model (the brain), tools (connections to your software), instructions (what to do), and memory (context from previous steps). Together, these let the agent understand, decide, and act.

What is a sub-agent in AI?

Last Updated: March 18, 2026

A sub-agent is a specialist AI agent that gets called by a parent agent to handle a specific part of a larger task. It focuses on one job — like writing an email or analyzing a transcript — then returns its result to the parent.

What is an orchestration agent?

Last Updated: March 18, 2026

An orchestration agent is a manager agent that coordinates other agents. Instead of doing tasks itself, it delegates work to specialist agents, passes data between them, and ensures the full workflow completes in the right order.

What is a tool-using AI agent?

Last Updated: March 18, 2026

A tool-using AI agent is an AI that connects to external software to take real actions. Instead of just generating text, it can send emails through your CRM, publish posts to WordPress, check your calendar, and update databases.