Module 1 · Foundations — what Manus is Lesson 1 of 15
Meet Manus — what it is and who makes it
Manus is Manus's general autonomous agent that plans, browses, builds and delivers a result. It is at its best at a task with a finish line that can be reached by doing many small steps — research, comparison, a document, a small site. It is at its weakest at knowing when to stop, and at any task where you cannot say in one sentence what a good result looks like — and knowing both halves is what separates somebody who uses it well from somebody who trusts it blindly.
The concept
Manus is a general autonomous agent that plans, browses, builds and delivers a result made by Manus. The models behind it are a set of frontier models orchestrated by a planning loop with a browser and a code sandbox. None of that matters on its own — what matters is that you know what kind of worker you have hired. At a task with a finish line that can be reached by doing many small steps — research, comparison, a document, a small site is the job you hand it. At knowing when to stop, and at any task where you cannot say in one sentence what a good result looks like is the job you keep.
Most people come to a course like this expecting a list of magic words. There is no such list. What there is, is a tool that produces a delivered artefact — a report, a spreadsheet, a small site, a set of files — rather than an answer, and produces it at a speed no human matches — which means the skill is not in writing the prompt, it is in knowing what a good answer looks like so you can tell the difference.
Here is the first thing to try, worded the way you will word things for the rest of the course:
Read the answer twice. The first read is for the content; the second is for the shape — did it answer the question you asked, or the question it found easiest? That second read is the habit this whole course is built on.
I need to choose a laptop under a fixed budget. Write the plan first and show it to me before doing any research, then compare five options with a source and a date on every price, and mark anything you cannot find as NOT FOUND.Worked example
A plan before the work, and an explicit instruction to leave a gap rather than fill it — the two habits that make an autonomous run safe.
Your practice task
Open Manus, ask it the one question you would normally put to a search engine about your own field, and write down two things: whether the answer was right, and whether it would have taken you longer to find it yourself.
Do this before moving on. Reading a solution teaches the shape of it; typing it teaches you.
Key takeaway
Manus is a general autonomous agent that plans, browses, builds and delivers a result made by Manus.
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