Mona — Learn from What We Build
Practical insights, concise notes and hands-on guides — created by developers, for developers.
Latest Articles
Fresh insights and lessons from our recent explorations.
Featured Course
Structured learning that grows out of our explorations and builds.
MonaKit in Action
A hands-on guide to building a multi-format content platform with MonaKit. Learn the four content types, courses, video support, and monetization.
Latest Cards
Check out our quick notes and summaries
RAG vs KAG: A Comparative Analysis of Retrieval-Augmented Generation and Knowledge-Augmented Generation
PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation
A Survey on Agentic Security: Applications, Threats and Defenses
Less is More: Recursive Reasoning with Tiny Networks
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
Mind Your Tone: Investigating How Prompt Politeness Affects LLM Accuracy
Things We’ve Made
Small digital creations from us — stickers, emoji, and more along the way.
Adorable Orange Tabby Emoticon Pack
This is an adorable emoticon pack featuring a cute orange tabby cat. It's perfect for daily chats to add more fun and personality to your conversations!
Watermelon Mama's Daily Life
Super adorable Watermelon Mama is here! With her glasses and apron, she's every family's superhero mom!
Vibrant & Playful Emoticon Pack
This emoticon pack features a simple yet charming line art style with white-filled faces and harmonious color schemes.
Latest Slides
Interactive presentations crafted for developers.