// products · kit
AI Engineer Interview & Portfolio Kit
Everything a developer needs to prepare for AI/GenAI interviews and build a portfolio that stands out — in one focused kit.
A done-for-you toolkit that turns the free roadmap into interview-ready preparation: a 60-question bank with model answers, the system-design template and rubric, all four production checklists, portfolio templates, and the agentic starter repo — built to work through around a full-time job.
Included formats
Instant access after checkout. Secure payment via Dodo Payments.
- Version
- v1 — launch buyers get the v2 upgrade free
- Access
- Instant download + email after checkout
- Price
- $39 launch price ($100 after launch)
- Refunds
- 14 days, no questions asked
The gap that keeps developers out of AI roles isn't theory — it's the distance between a working demo and a system you can ship and defend. The kit closes that gap: real project specs, the diagrams and answers interviewers probe, and the walkthroughs that show how the pieces fit — so you spend your time building, not assembling a curriculum.
- You already write code and want a clear, practical path into AI engineering.
- You're preparing for AI Engineer, GenAI Developer, Agentic AI Engineer, or Forward Deployed Engineer interviews.
- You want portfolio projects you can actually defend, not toy notebooks.
- You'd rather adapt real, production-shaped templates than start from a blank page.
Interview prep
- 60 AI / GenAI interview questions with model answers — 30 rebuilt deeper than the free kit, 30 exclusive to the Kit.
- RAG and agent system-design template plus a scoring rubric for mock interviews.
Production checklists
- Production RAG Checklist — the 100-point demo-to-production scorecard.
- LLM Eval & Observability Cheat Sheet — metrics, traces, dashboards, alert thresholds.
Portfolio assets
- Portfolio project README and architecture-diagram templates you can adapt and defend.
- Agentic AI starter repo — a working agent loop with tools, memory, guardrails, and an eval harness.
The path
- The 90-Day AI Engineer Roadmap (extended edition) with milestone gates and project specs.
- Free upgrade to Kit v2 (100+ questions, video walkthroughs) when it ships.
A few of the kit's building blocks have free previews you can grab today — see the resource library.
README template
The project README structure that makes a portfolio repo readable in 30 seconds — problem, architecture, trade-offs, and results.
Architecture diagram
A reference diagram you can adapt for a RAG or agent system and defend in a system-design round.
Interview question sample
A sample from the 60-question bank, with a model answer that shows how to reason out loud.
RAG checklist
The demo-to-production checklist — chunking, retrieval, reranking, evals, and cost controls.
Kit questions
What's included in the kit?
A 60-question interview bank with model answers (30 questions rebuilt deeper than the free kit, plus 30 exclusive ones), the system-design template and scoring rubric, the Production RAG Checklist, the LLM Eval & Observability Cheat Sheet, portfolio README and architecture-diagram templates, the agentic starter repo, and the extended 90-day roadmap.
How do I get access?
Instantly. Checkout is handled securely by Dodo Payments, and your download links arrive by email right after payment. A backup delivery email lands a few minutes later, so you're covered either way.
What's the v2 upgrade promise?
Kit v1 is honest about what it is: 60 questions, the checklists, templates, and the starter repo. v2 will grow the bank past 100 questions and add video walkthroughs. Everyone who buys v1 gets the v2 upgrade free — launch pricing is the thank-you for buying early.
What if it's not what I expected?
Email within 14 days of purchase for a full refund, no questions asked. Refunds go back through Dodo Payments to your original payment method.
Who is this for?
Working engineers moving into AI and job seekers preparing for AI Engineer, GenAI Developer, Agentic AI Engineer, and Forward Deployed Engineer roles. You should already be comfortable writing code.
How is this different from the free roadmap?
The roadmap is the free map of the path. The kit is the done-for-you toolkit: the deeper question bank, the checklists, the templates, and the starter repo that turn the path into interview-ready preparation faster.
Reader outcomes
Building in the open
No testimonials yet — and we won't invent them. This is a new platform, so instead of borrowed quotes you get the real work: the roadmap, the projects, and the interview prep, all free to read.
Be one of the first. Build a project from the roadmap, ship it, and share your result — genuine reader stories will live here as they come in.
Production AI Notes
One practical AI engineering email each week
One concept, one architecture, one project idea, and one interview question — written for developers who want to build and ship real AI systems.