ML Interviews Book vs What Should My Bot Do
ML Interviews Book vs What Should My Bot Do compared for 2026 — features, license, ease of use, performance and which one to choose. What ML interviews actually ask vs Five-question quiz suggests three agent jobs, with prompts.
Updated regularly · curated by olud.ai
ML Interviews Book vs What Should My Bot Do at a glance
| Spec | ML Interviews Book | What Should My Bot Do |
|---|---|---|
| Category | Learn AI & machine learning | Learn AI & machine learning |
| Type | Book | Hosted planner and prompt library |
| License | Custom (free to read) | Proprietary |
| Runs locally | Yes | No |
| Primary language | Markdown | — |
| Ease of use | Intermediate | Beginner |
| Best for | preparing for an ML role, or checking your gaps | for a small-business owner deciding which job to give an AI assistant first |
| GitHub stars | 4.8k | — |
How ML Interviews Book and What Should My Bot Do score
| Criterion | ML Interviews Book | What Should My Bot Do |
|---|---|---|
| Popularity | 2.5 | n/a |
| Maintenance | 2.0 | n/a |
| Ease of use | 3.5 | 5.0 |
| Privacy | 5.0 | 3.5 |
| License freedom | 3.5 | 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
ML Interviews Book
Chip Huyen's open book on machine learning interviews: the questions companies really ask, why they ask them, and how to think about the answers.
- Real questions from real companies
- Explains the reasoning, not just the answer
- Doubles as a checklist of what you should know
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
ML Interviews Book is book, while What Should My Bot Do is hosted planner and prompt library. Their licenses differ (Custom (free to read) vs Proprietary), which matters if you ship a commercial product. ML Interviews Book 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, ML Interviews Book fits preparing for an ML role, or checking your gaps, 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 ML Interviews Book for preparing for an ML role, or checking your gaps. 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 ML Interviews Book 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 ML Interviews Book rewards more setup with more control.
Are ML Interviews Book and What Should My Bot Do free?
ML Interviews Book is free and open source (Custom (free to read)), and What Should My Bot Do is free to use but closed source. Neither charges for the core software.
Can I run ML Interviews Book and What Should My Bot Do locally?
ML Interviews Book: yes · What Should My Bot Do: no. Both can be used without sending your data to a third-party cloud where their setup allows.
ML Interviews Book vs What Should My Bot Do — which should I pick in 2026?
Choose ML Interviews Book for preparing for an ML role, or checking your gaps. 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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