Technical AIintermediateVideo + quiz

Automate Web Tasks Safely with Browser and Computer Use Agents

For developers and automation builders who need to automate work in systems that have no API.

16 lessons · 48 min
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What you will be able to do

Decide when a screen agent beats an API or an RPA botExplain the observe, decide and act loop behind computer useDrive a browser through its accessibility tree with Playwright MCPRun a desktop agent on a throwaway virtual machineGuard against instructions planted on a page and verify the end state instead of trusting the agentPrice a task by its steps and move 20 accounts between two systems with no API

Skills you will gain

  • Browser agents
  • Computer use loop
  • Playwright MCP
  • Prompt injection defence
  • End state verification
  • Task cost estimation

About this course

For developers and automation builders who need to automate work in systems that have no API. Learn when a screen agent beats an API or an RPA bot, how the observe, decide and act loop works, and how to drive a browser through its accessibility tree with Playwright MCP or give a desktop agent a throwaway machine. Then make it safe and reliable: stop instructions planted on a page with an allow-list, a read-only source and a person at every submit, verify the end state instead of trusting the agent, and price a task by its steps. Compare Claude in Chrome, Copilot Studio computer use and OpenAI’s current offering by their controls, and finish with a free lab that moves 20 accounts between two local sites with no API.

Technical AI

Curriculum

6 modules · 16 lessons · 48m

Requirements

JavaScript basics and a terminal
Node.js 24 or later for the lab
A working idea of web forms and URLs
A healthy suspicion of anything that clicks for you

What you walk away with

A Yallo AI academy certificate of completion, issued when every lesson is complete and the final assessment is passed at 70% or aboveA public verification page, so a stranger can check the certificate without asking you for a filePDF download, and a one-click share to your LinkedIn profile

Yallo AI academy certifies completion of

Automate Web Tasks Safely with Browser and Computer Use Agents