Manus & Computer Use Agents

Understand autonomous computer-use agents — how they work, when to use them, and how to build safe, effective CUA workflows.

10 lessons74 min total

Lesson sequence

Start at lesson one or jump to the problem you need to solve now.

Understand the computer use agent paradigm — what CUAs are, how they differ from traditional automation, and why they matter.

Understand the technical architecture behind computer use agents — vision models, action spaces, and state management.

Explore Manus — one of the leading CUA platforms — its capabilities, architecture, and what it can and cannot do.

Beginner7 min

Design and set up a production-ready CUA workflow — from task definition to execution environment and monitoring.

Implement common browser automation tasks with CUAs — navigation, data extraction, form interaction, and multi-tab workflows.

Use CUAs to automate high-volume form filling and data entry tasks — safely, accurately, and at scale.

Build CUA workflows that autonomously research topics, gather data, and produce structured reports.

Design CUA workflows for complex multi-step web tasks — booking, procurement, onboarding, and end-to-end process automation.

Implement safety guardrails to prevent CUA errors from causing real-world damage — especially for consequential actions.

When to use computer use agents vs APIs, RPA, scripts, and other automation — a practical decision framework.