Open-Source AI · Learn AI & machine learning

LLM Course vs What Should My Bot Do

LLM Course vs What Should My Bot Do compared for 2026 — features, license, ease of use, performance and which one to choose. The reference roadmap for learning LLMs vs Five-question quiz suggests three agent jobs, with prompts.

Updated regularly · curated by olud.ai

Choose LLM Course for going from using LLMs to actually training them. Choose What Should My Bot Do for for a small-business owner deciding which job to give an AI assistant first.

LLM Course vs What Should My Bot Do at a glance

SpecLLM CourseWhat Should My Bot Do
CategoryLearn AI & machine learningLearn AI & machine learning
TypeCourse + roadmapHosted planner and prompt library
LicenseApache-2.0Proprietary
Runs locallyYesNo
Primary languageJupyter—
Ease of useIntermediateBeginner
Best forgoing from using LLMs to actually training themfor a small-business owner deciding which job to give an AI assistant first
GitHub stars84.7k—

How LLM Course and What Should My Bot Do score

🏆 Overall edge: LLM Course — 4.2 vs 3.3 / 5
CriterionLLM CourseWhat Should My Bot Do
Popularity4.5n/a
Maintenance3.0n/a
Ease of use3.55.0
Privacy5.03.5
License freedom5.01.5

Scores are computed automatically from public signals — GitHub stars (popularity), recent commit activity (maintenance), license type (freedom), local-first design (privacy) and onboarding complexity (ease of use). Indicative, not a verdict.

What each one is

LLM Course

Course + roadmap · Apache-2.0

Maxime Labonne's course splits LLM learning into three tracks — the fundamentals, building an LLM, and deploying one — with Colab notebooks for fine-tuning, quantisation and RLHF.

  • The clearest LLM roadmap that exists
  • Colab notebooks you can run without a GPU
  • Covers fine-tuning, quantisation and RLHF hands-on
See the LLM Course page →

What Should My Bot Do

Hosted planner and prompt library · Proprietary

What Should My Bot Do is a hosted planner and prompt library for setting up an AI assistant. A five-question quiz suggests three jobs from 46 small-business routines, each with a copy-ready prompt for Grok Bot, ChatGPT, Claude and n8n. No signup; free, with a $29 routine pack and a $149 setup service. Note before using it: the routines run on your own messaging, social and booking accounts, whose platform rules decide what is allowed.

  • Planner, use-case pages and templates work without an account or signup.
  • Each of the 46 routines comes in four versions: Grok Bot, ChatGPT, Claude and n8n.
  • Drafts-first prompts: the bot drafts the email, reply or post and waits for approval.
Visit What Should My Bot Do →

Key differences

LLM Course is course + roadmap, while What Should My Bot Do is hosted planner and prompt library. Their licenses differ (Apache-2.0 vs Proprietary), which matters if you ship a commercial product. LLM Course leans more intermediate-friendly, whereas What Should My Bot Do is more suited to beginner users. They also differ in how they run (Yes vs No). In short, LLM Course fits going from using LLMs to actually training them, and What Should My Bot Do fits for a small-business owner deciding which job to give an AI assistant first.

Which should you choose?

Choose LLM Course for going from using LLMs to actually training them. Choose What Should My Bot Do for for a small-business owner deciding which job to give an AI assistant first.

There is rarely one winner — many setups use both. The right pick depends on your hardware, your team's skills, and whether you value simplicity or control.

Frequently asked questions

Is LLM Course or What Should My Bot Do easier to use?

What Should My Bot Do is generally the easier of the two to get started with, while LLM Course rewards more setup with more control.

Are LLM Course and What Should My Bot Do free?

LLM Course is free and open source (Apache-2.0), and What Should My Bot Do is free to use but closed source. Neither charges for the core software.

Can I run LLM Course and What Should My Bot Do locally?

LLM Course: yes · What Should My Bot Do: no. Both can be used without sending your data to a third-party cloud where their setup allows.

LLM Course vs What Should My Bot Do — which should I pick in 2026?

Choose LLM Course for going from using LLMs to actually training them. Choose What Should My Bot Do for for a small-business owner deciding which job to give an AI assistant first.

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