Module 05 · L03 · Expand the possibilities
Connect AI to your work
Understand how AI can use information, tools and methods to help with real tasks.
Human-Agent Orchestrator Academy · Kaikaku Labs · Module guide
The topics, in plain language
- 01
APIs: connecting systems
An agreed way for one application to ask another for information or an action.
- 02
MCP: access to tools and context
A standard way to make tools and data available to AI applications.
- 03
Skills: reusable instructions
Packaged guidance that lets AI repeat a particular way of doing a task.
- 04
Browser automation
AI carries out steps on websites and in systems, and stops for your approval before important actions.
- 05
Research and memory
Research gathers evidence. Memory keeps selected information so the work can continue later.
Why it matters
AI helps more when it can work with the right references and resources. You learn to design useful connections and decide what access each one needs.
What you will be able to do
- Design a task that combines AI, information and a tool.
- Distinguish connections, reusable instructions and memory.
- Define the access and review the task needs.
An everyday example
How to apply it
- Describe the intended result and required sources.
- Map the connections and permissions for each step.
- Test a simple integration with human review.
Your first application
Fill in the blanks with your own work. This is the deliverable you take out of the module.
Materials
Connection map; permissions worksheet; reusable instruction template; source checklist.
Planned for the classes of this module.
Before you start
Kaikaku Labs · Human-Agent Orchestrator Academy · L03 · kaikakulabs.com
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