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Resources Hub
Library, blog, mental models, downloads, and curated tools - everything in one place for clarity-first learners.
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Library
Articles, guides, and workshops - organized for clarity.
Blog
Shorter reads and updates from the Verlin Labs team.
Mental Models
Core frameworks we teach - explained without jargon.
Downloads
Workbooks, cheat sheets, and glossaries you can save or print.
Newsletter
Weekly clarity-first insights - no noise.
Free session workbook
Companion guide for your introductory session.
Downloads
Save, print, or reference
Free workbooks and cheat sheets built for Verlin Labs sessions - open anytime.
From the library
Featured reads
Start with our most popular articles and guides - then explore the full library.
Loading image: How to Learn AI as an Engineering Student - Verlin Labs guide cover image…IntermediateGuide
How to Learn AI as an Engineering Student
A practical roadmap from LLM fundamentals to portfolio projects - for CS and non-CS engineers who want intuition that survives interviews and real builds.
28 min
Learn more →
Loading image: How to Learn AI for Product Management - Verlin Labs guide cover image…BeginnerGuide
How to Learn AI for Product Management
A long-form guide for PMs - build AI literacy, evaluate tools honestly, and ship MVPs without drowning in hype or jargon.
35 min
Learn more →
Loading image: Vector Search and RAG in Practice - Verlin Labs guide cover image…IntermediateGuide
Vector Search and RAG in Practice
Embeddings, chunking, retrieval, and reranking - a builder's checklist for production RAG.
22 min
Learn more →Frameworks
Core mental models
The thinking tools behind everything we teach - each with a full guide.
Beginner · 7 min read
Information Pipeline
Trace how data moves through stages - input, transform, output.
Beginner · 6 min read
Compression Lens
Expert explanations are compressed patterns - learn to decompress them.
Intermediate · 8 min read
Feedback Loop
Learning systems improve through cycles of action, measurement, and adjustment.
Reading list
Recommended reading
Books and sources we point learners to again and again.
Thinking in Systems - Donella Meadows
Foundational systems thinking for any technical learner.
The Art of Explanation - Lee LeFever
How to make complex ideas accessible to others.
- Anthropic Research
Clear technical writing on AI safety and capabilities.
Toolkit
Tools we use
What we recommend in sessions - and how we think about using them.
Claude / ChatGPT
For exploration, not answers - we teach you how to use them well.
Notion
Organize learning notes and mental models in one place.
Excalidraw
Sketch frameworks and system diagrams quickly.
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Resources are a great start - live programs add structure, feedback, and cohort learning. Join our newsletter, book a free session, or explore paid tracks.