// resources
Resource library
Free, practical resources you can put to work today. Each one is a preview of the depth in the Interview & Portfolio Kit.
90-Day AI Engineer Roadmap
PDFThe week-by-week plan to go from working developer to AI engineer around a full-time job.
Inside
- The 6 stages from concept to offer
- What to build at each stage
- A printable weekly schedule
Production RAG Checklist
PDFThe checklist for taking RAG from demo to production — chunking, retrieval, reranking, evals, and cost controls.
Inside
- Chunking and retrieval decisions
- Reranking and grounding steps
- Evals and cost-control checks
AI Engineer Interview Kit (sample)
Question bank + templateA free sample of the interview kit: a question bank plus a GenAI system-design template.
Inside
- Sample interview questions with answers
- A system-design answer template
- How to structure your project story
Agentic AI Starter Repo
GitHub template + guideA minimal, production-shaped agent template — tools, memory, and guardrails — plus a step-by-step build guide.
Inside
- A runnable agent scaffold
- Tool + memory patterns
- Guardrails you can extend
LLM Eval & Observability Cheat Sheet
PDFThe metrics, traces, and guardrails to monitor LLM systems in production, distilled onto one page.
Inside
- The core eval metrics that matter
- What to trace and why
- Guardrails for production
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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.