Made With ML vs What Should My Bot Do
Made With ML vs What Should My Bot Do compared for 2026 — features, license, ease of use, performance and which one to choose. From notebook to production system vs Five-question quiz suggests three agent jobs, with prompts.
Updated regularly · curated by olud.ai
Made With ML vs What Should My Bot Do at a glance
| Spec | Made With ML | What Should My Bot Do |
|---|---|---|
| Category | Learn AI & machine learning | Learn AI & machine learning |
| Type | Course (MLOps) | Hosted planner and prompt library |
| License | MIT | Proprietary |
| Runs locally | Yes | No |
| Primary language | Python | — |
| Ease of use | Intermediate | Beginner |
| Best for | the gap between a notebook and production | for a small-business owner deciding which job to give an AI assistant first |
| GitHub stars | 48.8k | — |
How Made With ML and What Should My Bot Do score
| Criterion | Made With ML | What Should My Bot Do |
|---|---|---|
| Popularity | 4.0 | n/a |
| Maintenance | 3.0 | n/a |
| Ease of use | 3.5 | 5.0 |
| Privacy | 5.0 | 3.5 |
| License freedom | 5.0 | 1.5 |
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
Made With ML
Goku Mohandas' course on taking ML from a notebook to a reliable production system: testing, CI/CD, monitoring, and the engineering most courses ignore.
- Covers the engineering that courses skip
- Testing, CI/CD and monitoring for ML
- Written by a practitioner, not an academic
What Should My Bot Do
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.
Key differences
Made With ML is course (MLOps), while What Should My Bot Do is hosted planner and prompt library. Their licenses differ (MIT vs Proprietary), which matters if you ship a commercial product. Made With ML 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, Made With ML fits the gap between a notebook and production, 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 Made With ML for the gap between a notebook and production. 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 Made With ML 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 Made With ML rewards more setup with more control.
Are Made With ML and What Should My Bot Do free?
Made With ML is free and open source (MIT), and What Should My Bot Do is free to use but closed source. Neither charges for the core software.
Can I run Made With ML and What Should My Bot Do locally?
Made With ML: yes · What Should My Bot Do: no. Both can be used without sending your data to a third-party cloud where their setup allows.
Made With ML vs What Should My Bot Do — which should I pick in 2026?
Choose Made With ML for the gap between a notebook and production. 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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