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.
Onigiri's Diverse Life
Cute onigiri emojis show diverse emotions: joy, shyness, thought, delight. Green background. No text/borders. Perfect for fun chats & sharing moods.
Watermelon Mama's Daily Life
Super adorable Watermelon Mama is here! With her glasses and apron, she's every family's superhero mom!
Cute Orange Emoticons
A vibrant collection of adorable orange-themed emojis! These charming citrus characters express a range of moods.
Latest Slides
Interactive presentations crafted for developers.