<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>MONA</title><description>Mona — Learn from What We Build</description><link>https://www.mymona.xyz/</link><item><title>Prompt Engineering Knowledge Cards</title><link>https://www.mymona.xyz/blogs/2025-07/whitepaper-prompt-engineering/</link><guid isPermaLink="true">https://www.mymona.xyz/blogs/2025-07/whitepaper-prompt-engineering/</guid><description>A set of knowledge cards summarizing best practices and techniques for effective prompt engineering with LLMs, based on the Google Prompt Engineering Whitepaper.</description><pubDate>Sun, 06 Jul 2025 05:58:17 GMT</pubDate><author>foxgem</author></item><item><title>Groq Code CLI Internal</title><link>https://www.mymona.xyz/blogs/2025-08/groq-code-cli-internal/</link><guid isPermaLink="true">https://www.mymona.xyz/blogs/2025-08/groq-code-cli-internal/</guid><description>How Groq Code CLI works internally.</description><pubDate>Sat, 16 Aug 2025 05:58:17 GMT</pubDate><author>foxgem</author></item><item><title>Troubleshooting: Private GitHub Organization Repository Deployment Fails on the Vercel Hobby Plan</title><link>https://www.mymona.xyz/blogs/2025-08/private-github-organization-repository-deployment-fails-on-the-vercel-hobby-plan/</link><guid isPermaLink="true">https://www.mymona.xyz/blogs/2025-08/private-github-organization-repository-deployment-fails-on-the-vercel-hobby-plan/</guid><description>Change your ci pipeline with some simple steps to fix the team private repository deployment issue on Vercel Hobby Plan.</description><pubDate>Sun, 31 Aug 2025 05:58:17 GMT</pubDate><author>foxgem</author></item><item><title>How I stole the Design of Starlight with AI</title><link>https://www.mymona.xyz/blogs/2025-10/how-i-steal-the-design-of-starlight-with-ai/</link><guid isPermaLink="true">https://www.mymona.xyz/blogs/2025-10/how-i-steal-the-design-of-starlight-with-ai/</guid><description>With the help of Gemini and Claude, I was able to understand the design of Starlight and apply it to MonaKit.</description><pubDate>Tue, 07 Oct 2025 05:58:17 GMT</pubDate><author>foxgem</author></item><item><title>MonaKiosk + BetterAuth Integration Guide</title><link>https://www.mymona.xyz/blogs/2025-11/astro-paywall-with-monakiosk/</link><guid isPermaLink="true">https://www.mymona.xyz/blogs/2025-11/astro-paywall-with-monakiosk/</guid><description>A comprehensive, step-by-step implementation guide on creating a secure, content-native paywall in Astro with MonaKiosk, Better Auth, and Polar.</description><pubDate>Tue, 11 Nov 2025 05:58:17 GMT</pubDate><author>foxgem</author></item><item><title>Troubleshooting: Gemini Embedding Model Returns Empty Vectors in LangChain.js</title><link>https://www.mymona.xyz/blogs/2025-12/gemini-embeddings-return-empty-vectors-in-langchainmd/</link><guid isPermaLink="true">https://www.mymona.xyz/blogs/2025-12/gemini-embeddings-return-empty-vectors-in-langchainmd/</guid><description>Investigate why Gemini was returning empty vectors and fix the issue.</description><pubDate>Thu, 18 Dec 2025 05:58:17 GMT</pubDate><author>Fengyu</author></item><item><title>Troubleshooting: Invalid Origin Error After Upgrading Better Auth</title><link>https://www.mymona.xyz/blogs/2025-12/how-to-fix-invalid-origin-error-after-upgrading-better-auth/</link><guid isPermaLink="true">https://www.mymona.xyz/blogs/2025-12/how-to-fix-invalid-origin-error-after-upgrading-better-auth/</guid><description>To fix the “Invalid origin” error after upgrading Better Auth, try adjusting the baseURL configuration, setting up trustedOrigins, or enabling trustedProxyHeaders.</description><pubDate>Wed, 03 Dec 2025 05:58:17 GMT</pubDate><author>Fengyu</author></item><item><title>Troubleshooting: Astro Integration Middleware Double Execution</title><link>https://www.mymona.xyz/blogs/2026-02/troubleshoot-astro-integration-middleware-double-execution/</link><guid isPermaLink="true">https://www.mymona.xyz/blogs/2026-02/troubleshoot-astro-integration-middleware-double-execution/</guid><description>Resolving middleware double execution issues and understanding the difference between Astro&apos;s sequence function and addMiddleware order.</description><pubDate>Tue, 03 Feb 2026 07:24:21 GMT</pubDate><author>foxgem</author></item><item><title>AGENT KB: Leveraging Cross-Domain Experience for Agentic Problem Solving</title><link>https://www.mymona.xyz/cards/2025-08/agent-kb-leveraging-cross-domain-experience-for-agentic-problem-solving/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/agent-kb-leveraging-cross-domain-experience-for-agentic-problem-solving/</guid><pubDate>Wed, 27 Aug 2025 00:14:27 GMT</pubDate></item><item><title>AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs</title><link>https://www.mymona.xyz/cards/2025-08/agentfly-fine-tuning-llm-agents-without-fine-tuning-llms/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/agentfly-fine-tuning-llm-agents-without-fine-tuning-llms/</guid><pubDate>Mon, 25 Aug 2025 23:14:20 GMT</pubDate></item><item><title>AI’s Security Crisis: Why Your Assistant Might Betray You</title><link>https://www.mymona.xyz/cards/2025-08/ais-security-crisis-why-your-assistant-might-betray-you/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/ais-security-crisis-why-your-assistant-might-betray-you/</guid><pubDate>Thu, 14 Aug 2025 06:58:17 GMT</pubDate></item><item><title>Anemoi: A Semi-Centralized Multi-agent Systems Based on Agent-to-Agent Communication MCP server from Coral Protocol</title><link>https://www.mymona.xyz/cards/2025-08/anemoi-a-semi-centralized-multi-agent-systems-based-on-agent-to-agent-communication-mcp-server-from-coral-protocol/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/anemoi-a-semi-centralized-multi-agent-systems-based-on-agent-to-agent-communication-mcp-server-from-coral-protocol/</guid><pubDate>Thu, 28 Aug 2025 01:02:30 GMT</pubDate></item><item><title>ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants</title><link>https://www.mymona.xyz/cards/2025-08/astra-autonomous-spatial-temporal-red-teaming-for-ai-software-assistants/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/astra-autonomous-spatial-temporal-red-teaming-for-ai-software-assistants/</guid><pubDate>Wed, 27 Aug 2025 00:13:54 GMT</pubDate></item><item><title>Atom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward</title><link>https://www.mymona.xyz/cards/2025-08/atom-searcher-enhancing-agentic-deep-research-via-fine-grained-atomic-thought-reward/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/atom-searcher-enhancing-agentic-deep-research-via-fine-grained-atomic-thought-reward/</guid><pubDate>Thu, 28 Aug 2025 01:01:43 GMT</pubDate></item><item><title>Building a web search engine from scratch in two months with 3 billion neural embeddings</title><link>https://www.mymona.xyz/cards/2025-08/building-a-web-search-engine-from-scratch-in-two-months-with-3-billion-neural-embeddings/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/building-a-web-search-engine-from-scratch-in-two-months-with-3-billion-neural-embeddings/</guid><pubDate>Sun, 17 Aug 2025 06:28:17 GMT</pubDate></item><item><title>Building your own CLI Coding Agent with Pydantic-AI</title><link>https://www.mymona.xyz/cards/2025-08/building-your-own-cli-coding-agent-with-pydantic-ai/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/building-your-own-cli-coding-agent-with-pydantic-ai/</guid><pubDate>Thu, 28 Aug 2025 07:18:25 GMT</pubDate></item><item><title>CodeACT: Code Adaptive Compute-efficient Tuning Framework for Code LLMs</title><link>https://www.mymona.xyz/cards/2025-08/codeact-code-adaptive-compute-efficient-tuning-framework-for-code-llms/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/codeact-code-adaptive-compute-efficient-tuning-framework-for-code-llms/</guid><pubDate>Fri, 22 Aug 2025 04:23:02 GMT</pubDate></item><item><title>Deep Think with Confidence</title><link>https://www.mymona.xyz/cards/2025-08/deep-think-with-confidence/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/deep-think-with-confidence/</guid><pubDate>Mon, 25 Aug 2025 23:21:58 GMT</pubDate></item><item><title>Design Patterns for Securing LLM Agents against Prompt Injections</title><link>https://www.mymona.xyz/cards/2025-08/design-patterns-for-securing-llm-agents-against-prompt-injections/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/design-patterns-for-securing-llm-agents-against-prompt-injections/</guid><pubDate>Tue, 12 Aug 2025 05:54:17 GMT</pubDate></item><item><title>Diverse And Private Synthetic Datasets Generation for RAG evaluation: A multi-agent framework</title><link>https://www.mymona.xyz/cards/2025-08/diverse-and-private-synthetic-datasets-generation-for-rag-evaluation-a-multi-agent-framework/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/diverse-and-private-synthetic-datasets-generation-for-rag-evaluation-a-multi-agent-framework/</guid><pubDate>Thu, 28 Aug 2025 01:03:42 GMT</pubDate></item><item><title>Docling: An Efficient Open-Source Toolkit for AI-driven Document Conversion</title><link>https://www.mymona.xyz/cards/2025-08/docling-an-efficient-open-source-toolkit-for-ai-driven-document-conversion/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/docling-an-efficient-open-source-toolkit-for-ai-driven-document-conversion/</guid><pubDate>Tue, 12 Aug 2025 05:55:17 GMT</pubDate></item><item><title>DOM-based Extension Clickjacking: Your Password Manager Data at Risk</title><link>https://www.mymona.xyz/cards/2025-08/dom-based-extension-clickjacking-your-password-manager-data-at-risk/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/dom-based-extension-clickjacking-your-password-manager-data-at-risk/</guid><pubDate>Fri, 22 Aug 2025 05:38:52 GMT</pubDate></item><item><title>Don’t Do RAG: When Cache-Augmented Generation is All You Need for Knowledge Tasks</title><link>https://www.mymona.xyz/cards/2025-08/dont-do-rag-when-cache-augmented-generation-is-all-you-need-for-knowledge-tasks/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/dont-do-rag-when-cache-augmented-generation-is-all-you-need-for-knowledge-tasks/</guid><pubDate>Fri, 22 Aug 2025 00:51:18 GMT</pubDate></item><item><title>Dummy&apos;s Guide to Modern LLM Sampling Intro Knowledge</title><link>https://www.mymona.xyz/cards/2025-08/dummys-guide-to-modern-llm-sampling-intro-knowledge/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/dummys-guide-to-modern-llm-sampling-intro-knowledge/</guid><pubDate>Fri, 22 Aug 2025 05:42:27 GMT</pubDate></item><item><title>Enhancing Retrieval-Augmented Generation: A Study of Best Practices</title><link>https://www.mymona.xyz/cards/2025-08/enhancing-retrieval-augmented-generation-a-study-of-best-practices/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/enhancing-retrieval-augmented-generation-a-study-of-best-practices/</guid><pubDate>Fri, 22 Aug 2025 05:07:10 GMT</pubDate></item><item><title>Google’s Approach for Secure AI Agents: An Introduction</title><link>https://www.mymona.xyz/cards/2025-08/googles-approach-for-secure-ai-agents-an-introduction/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/googles-approach-for-secure-ai-agents-an-introduction/</guid><pubDate>Mon, 25 Aug 2025 03:19:19 GMT</pubDate></item><item><title>GPT-5 prompting guide</title><link>https://www.mymona.xyz/cards/2025-08/gpt-5-prompting-guide/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/gpt-5-prompting-guide/</guid><pubDate>Wed, 13 Aug 2025 00:00:00 GMT</pubDate></item><item><title>How to Hack a Web3 Wallet (Legally): A Full-Stack Pentesting Guide</title><link>https://www.mymona.xyz/cards/2025-08/how-to-hack-a-web3-wallet-legally-a-full-stack-pentesting-guide/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/how-to-hack-a-web3-wallet-legally-a-full-stack-pentesting-guide/</guid><pubDate>Sun, 17 Aug 2025 06:18:17 GMT</pubDate></item><item><title>Key-value memory in the brain</title><link>https://www.mymona.xyz/cards/2025-08/key-value-memory-in-the-brain/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/key-value-memory-in-the-brain/</guid><pubDate>Fri, 29 Aug 2025 03:35:40 GMT</pubDate></item><item><title>Large Concept Models: Language Modeling in a Sentence Representation Space</title><link>https://www.mymona.xyz/cards/2025-08/large-concept-models-language-modeling-in-a-sentence-representation-space/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/large-concept-models-language-modeling-in-a-sentence-representation-space/</guid><pubDate>Mon, 25 Aug 2025 03:20:36 GMT</pubDate></item><item><title>LEANN: A Low-Storage Vector Index</title><link>https://www.mymona.xyz/cards/2025-08/leann-a-low-storage-vector-index/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/leann-a-low-storage-vector-index/</guid><pubDate>Thu, 14 Aug 2025 05:55:17 GMT</pubDate></item><item><title>LeanRAG: Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval</title><link>https://www.mymona.xyz/cards/2025-08/leanrag-knowledge-graph-based-generation-with-semantic-aggregation-and-hierarchical-retrieval/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/leanrag-knowledge-graph-based-generation-with-semantic-aggregation-and-hierarchical-retrieval/</guid><pubDate>Sun, 24 Aug 2025 04:01:28 GMT</pubDate></item><item><title>Learning Facts at Scale with Active Reading</title><link>https://www.mymona.xyz/cards/2025-08/learning-facts-at-scale-with-active-reading/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/learning-facts-at-scale-with-active-reading/</guid><pubDate>Fri, 29 Aug 2025 01:10:40 GMT</pubDate></item><item><title>Learning without training: The implicit dynamics of in-context learning</title><link>https://www.mymona.xyz/cards/2025-08/learning-without-training-the-implicit-dynamics-of-in-context-learning/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/learning-without-training-the-implicit-dynamics-of-in-context-learning/</guid><pubDate>Thu, 21 Aug 2025 05:56:17 GMT</pubDate></item><item><title>Lessons From Red Teaming 100 Generative AI Products</title><link>https://www.mymona.xyz/cards/2025-08/lessons-from-red-teaming-100-generative-ai-products/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/lessons-from-red-teaming-100-generative-ai-products/</guid><pubDate>Thu, 14 Aug 2025 05:59:17 GMT</pubDate></item><item><title>Lost in the Middle: How Language Models Use Long Contexts</title><link>https://www.mymona.xyz/cards/2025-08/lost-in-the-middle-how-language-models-use-long-contexts/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/lost-in-the-middle-how-language-models-use-long-contexts/</guid><pubDate>Fri, 15 Aug 2025 06:00:17 GMT</pubDate></item><item><title>MCP vs CLI: Benchmarking Tools for Coding Agents</title><link>https://www.mymona.xyz/cards/2025-08/mcp-vs-cli-benchmarking-tools-for-coding-agents/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/mcp-vs-cli-benchmarking-tools-for-coding-agents/</guid><pubDate>Wed, 20 Aug 2025 00:00:00 GMT</pubDate></item><item><title>MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models</title><link>https://www.mymona.xyz/cards/2025-08/mcpeval-automatic-mcp-based-deep-evaluation-for-ai-agent-models/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/mcpeval-automatic-mcp-based-deep-evaluation-for-ai-agent-models/</guid><pubDate>Thu, 21 Aug 2025 05:57:17 GMT</pubDate></item><item><title>Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models</title><link>https://www.mymona.xyz/cards/2025-08/memory-decoder-a-pretrained-plug-and-play-memory-for-large-language-models/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/memory-decoder-a-pretrained-plug-and-play-memory-for-large-language-models/</guid><pubDate>Sun, 17 Aug 2025 06:58:17 GMT</pubDate></item><item><title>On the Theoretical Limitations of Embedding-Based Retrieval</title><link>https://www.mymona.xyz/cards/2025-08/on-the-theoretical-limitations-of-embedding-based-retrieval/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/on-the-theoretical-limitations-of-embedding-based-retrieval/</guid><pubDate>Fri, 29 Aug 2025 12:58:03 GMT</pubDate></item><item><title>Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning</title><link>https://www.mymona.xyz/cards/2025-08/paper2code-automating-code-generation-from-scientific-papers-in-machine-learning/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/paper2code-automating-code-generation-from-scientific-papers-in-machine-learning/</guid><pubDate>Sun, 24 Aug 2025 04:16:03 GMT</pubDate></item><item><title>PERSONA VECTORS: MONITORING AND CONTROLLING CHARACTER TRAITS IN LANGUAGE MODELS</title><link>https://www.mymona.xyz/cards/2025-08/persona-vectors-monitoring-and-controlling-character-traits-in-language-models/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/persona-vectors-monitoring-and-controlling-character-traits-in-language-models/</guid><pubDate>Mon, 25 Aug 2025 23:27:52 GMT</pubDate></item><item><title>RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning</title><link>https://www.mymona.xyz/cards/2025-08/rag-enhancing-retrieval-augmented-generation-with-application-aware-reasoning/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/rag-enhancing-retrieval-augmented-generation-with-application-aware-reasoning/</guid><pubDate>Thu, 21 Aug 2025 05:58:17 GMT</pubDate></item><item><title>RAPTOR: RECURSIVE ABSTRACTIVE PROCESSING FOR TREE-ORGANIZED RETRIEVAL</title><link>https://www.mymona.xyz/cards/2025-08/raptor-recursive-abstractive-processing-for-tree-organized-retrieval/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/raptor-recursive-abstractive-processing-for-tree-organized-retrieval/</guid><pubDate>Mon, 25 Aug 2025 03:18:46 GMT</pubDate></item><item><title>Retrieval-Augmented Reasoning with Lean Language Models</title><link>https://www.mymona.xyz/cards/2025-08/retrieval-augmented-reasoning-with-lean-language-models/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/retrieval-augmented-reasoning-with-lean-language-models/</guid><pubDate>Thu, 21 Aug 2025 05:55:17 GMT</pubDate></item><item><title>ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization</title><link>https://www.mymona.xyz/cards/2025-08/scoreflow-mastering-llm-agent-workflows-via-score-based-preference-optimization/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/scoreflow-mastering-llm-agent-workflows-via-score-based-preference-optimization/</guid><pubDate>Mon, 25 Aug 2025 23:26:42 GMT</pubDate></item><item><title>SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion</title><link>https://www.mymona.xyz/cards/2025-08/smoldocling-an-ultra-compact-vision-language-model-for-end-to-end-multi-modal-document-conversion/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/smoldocling-an-ultra-compact-vision-language-model-for-end-to-end-multi-modal-document-conversion/</guid><pubDate>Tue, 12 Aug 2025 05:56:17 GMT</pubDate></item><item><title>The Future of AI: Exploring the Potential of Large Concept Models</title><link>https://www.mymona.xyz/cards/2025-08/the-future-of-ai-exploring-the-potential-of-large-concept-models/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/the-future-of-ai-exploring-the-potential-of-large-concept-models/</guid><pubDate>Fri, 22 Aug 2025 05:28:46 GMT</pubDate></item><item><title>The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs</title><link>https://www.mymona.xyz/cards/2025-08/the-illusion-of-progress-re-evaluating-hallucination-detection-in-llms/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/the-illusion-of-progress-re-evaluating-hallucination-detection-in-llms/</guid><pubDate>Thu, 14 Aug 2025 05:58:17 GMT</pubDate></item><item><title>The MCP Security Survival Guide: Best Practices, Pitfalls, and Real-World Lessons</title><link>https://www.mymona.xyz/cards/2025-08/the-mcp-security-survival-guide-best-practices-pitfalls-and-real-world-lessons/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/the-mcp-security-survival-guide-best-practices-pitfalls-and-real-world-lessons/</guid><pubDate>Tue, 19 Aug 2025 00:00:00 GMT</pubDate></item><item><title>Titans: Learning to Memorize at Test Time</title><link>https://www.mymona.xyz/cards/2025-08/titans-learning-to-memorize-at-test-time/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/titans-learning-to-memorize-at-test-time/</guid><pubDate>Fri, 22 Aug 2025 00:53:18 GMT</pubDate></item><item><title>Tree-of-Code: A Hybrid Approach for Robust Complex Task Planning and Execution</title><link>https://www.mymona.xyz/cards/2025-08/tree-of-code-a-hybrid-approach-for-robust-complex-task-planning-and-execution/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/tree-of-code-a-hybrid-approach-for-robust-complex-task-planning-and-execution/</guid><pubDate>Fri, 22 Aug 2025 00:50:18 GMT</pubDate></item><item><title>Tree of Thoughts: Deliberate Problem Solving with Large Language Models</title><link>https://www.mymona.xyz/cards/2025-08/tree-of-thoughts-deliberate-problem-solving-with-large-language-models/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/tree-of-thoughts-deliberate-problem-solving-with-large-language-models/</guid><pubDate>Mon, 18 Aug 2025 06:58:17 GMT</pubDate></item><item><title>Tricks or Traps? A Deep Dive into RL for LLM Reasoning</title><link>https://www.mymona.xyz/cards/2025-08/tricks-or-traps-a-deep-dive-into-rl-for-llm-reasoning/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/tricks-or-traps-a-deep-dive-into-rl-for-llm-reasoning/</guid><pubDate>Mon, 25 Aug 2025 23:22:29 GMT</pubDate></item><item><title>What makes Claude Code so damn good (and how to recreate that magic in your agent)!?</title><link>https://www.mymona.xyz/cards/2025-08/what-makes-claude-code-so-damn-good-and-how-to-recreate-that-magic-in-your-agent/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/what-makes-claude-code-so-damn-good-and-how-to-recreate-that-magic-in-your-agent/</guid><pubDate>Mon, 25 Aug 2025 03:14:24 GMT</pubDate></item><item><title>Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning</title><link>https://www.mymona.xyz/cards/2025-08/where-to-show-demos-in-your-prompt-a-positional-bias-of-in-context-learning/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-08/where-to-show-demos-in-your-prompt-a-positional-bias-of-in-context-learning/</guid><pubDate>Thu, 21 Aug 2025 05:59:17 GMT</pubDate></item><item><title>How OpenAI uses Codex</title><link>https://www.mymona.xyz/cards/2025-09/how-openai-uses-codex/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-09/how-openai-uses-codex/</guid><pubDate>Thu, 18 Sep 2025 00:44:41 GMT</pubDate></item><item><title>LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers</title><link>https://www.mymona.xyz/cards/2025-09/llm-fe-automated-feature-engineering-for-tabular-data-with-llms-as-evolutionary-optimizers/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-09/llm-fe-automated-feature-engineering-for-tabular-data-with-llms-as-evolutionary-optimizers/</guid><pubDate>Thu, 04 Sep 2025 06:57:28 GMT</pubDate></item><item><title>Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models</title><link>https://www.mymona.xyz/cards/2025-09/same-task-more-tokens-the-impact-of-input-length-on-the-reasoning-performance-of-large-language-models/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-09/same-task-more-tokens-the-impact-of-input-length-on-the-reasoning-performance-of-large-language-models/</guid><pubDate>Thu, 04 Sep 2025 06:50:20 GMT</pubDate></item><item><title>TEMPO: PROMPT-BASED GENERATIVE PRE-TRAINED TRANSFORMER FOR TIME SERIES FORECASTING</title><link>https://www.mymona.xyz/cards/2025-09/tempo-prompt-based-generative-pre-trained-transformer-for-time-series-forecasting/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-09/tempo-prompt-based-generative-pre-trained-transformer-for-time-series-forecasting/</guid><pubDate>Thu, 04 Sep 2025 06:59:40 GMT</pubDate></item><item><title>Where AI is failing design systems, and where we are failing AI</title><link>https://www.mymona.xyz/cards/2025-09/where-ai-is-failing-design-systems-and-where-we-are-failing-ai/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-09/where-ai-is-failing-design-systems-and-where-we-are-failing-ai/</guid><pubDate>Sun, 31 Aug 2025 23:37:14 GMT</pubDate></item><item><title>Extract-0: A SPECIALIZED LANGUAGE MODEL FOR DOCUMENT INFORMATION EXTRACTION</title><link>https://www.mymona.xyz/cards/2025-10/a-specialized-language-model-for-document-information-extraction/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-10/a-specialized-language-model-for-document-information-extraction/</guid><pubDate>Mon, 06 Oct 2025 14:12:36 GMT</pubDate></item><item><title>A Survey on Agentic Security: Applications, Threats and Defenses</title><link>https://www.mymona.xyz/cards/2025-10/a-survey-on-agentic-security-applications-threats-and-defenses/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-10/a-survey-on-agentic-security-applications-threats-and-defenses/</guid><pubDate>Sun, 12 Oct 2025 01:55:59 GMT</pubDate></item><item><title>Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models</title><link>https://www.mymona.xyz/cards/2025-10/agentic-context-engineering-evolving-contexts-for-self-improving-language-models/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-10/agentic-context-engineering-evolving-contexts-for-self-improving-language-models/</guid><pubDate>Sun, 12 Oct 2025 01:36:07 GMT</pubDate></item><item><title>COMMONFORMS: A Large, Diverse Dataset for Form Field Detection</title><link>https://www.mymona.xyz/cards/2025-10/commonforms-a-large-diverse-dataset-for-form-field-detection/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-10/commonforms-a-large-diverse-dataset-for-form-field-detection/</guid><pubDate>Mon, 06 Oct 2025 14:10:21 GMT</pubDate></item><item><title>Less is More: Recursive Reasoning with Tiny Networks</title><link>https://www.mymona.xyz/cards/2025-10/less-is-more-recursive-reasoning-with-tiny-networks/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-10/less-is-more-recursive-reasoning-with-tiny-networks/</guid><pubDate>Sun, 12 Oct 2025 01:36:43 GMT</pubDate></item><item><title>Mind Your Tone: Investigating How Prompt Politeness Affects LLM Accuracy</title><link>https://www.mymona.xyz/cards/2025-10/mind-your-tone-investigating-how-prompt-politeness-affects-llm-accuracy/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-10/mind-your-tone-investigating-how-prompt-politeness-affects-llm-accuracy/</guid><pubDate>Sun, 12 Oct 2025 01:34:38 GMT</pubDate></item><item><title>PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation</title><link>https://www.mymona.xyz/cards/2025-10/pike-rag-specialized-knowledge-and-rationale-augmented-generation/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-10/pike-rag-specialized-knowledge-and-rationale-augmented-generation/</guid><pubDate>Wed, 15 Oct 2025 00:24:49 GMT</pubDate></item><item><title>Why Language Models Hallucinate</title><link>https://www.mymona.xyz/cards/2025-10/why-language-models-hallucinate/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-10/why-language-models-hallucinate/</guid><pubDate>Tue, 07 Oct 2025 01:36:50 GMT</pubDate></item><item><title>RAG vs KAG: A Comparative Analysis of Retrieval-Augmented Generation and Knowledge-Augmented Generation</title><link>https://www.mymona.xyz/cards/2025-11/rag-vs-kag-a-comparative-analysis-of-retrieval-augmented-generation-and-knowledge-augmented-generation/</link><guid isPermaLink="true">https://www.mymona.xyz/cards/2025-11/rag-vs-kag-a-comparative-analysis-of-retrieval-augmented-generation-and-knowledge-augmented-generation/</guid><pubDate>Mon, 17 Nov 2025 03:39:04 GMT</pubDate></item><item><title>AGENTS.md 101</title><link>https://www.mymona.xyz/slides/2025-09/agents-md-101/</link><guid isPermaLink="true">https://www.mymona.xyz/slides/2025-09/agents-md-101/</guid><description>A small introduction to agents.md.</description><pubDate>Wed, 10 Sep 2025 00:00:00 GMT</pubDate><author>foxgem</author></item><item><title>/llms.txt 101</title><link>https://www.mymona.xyz/slides/2025-09/llms-txt-101/</link><guid isPermaLink="true">https://www.mymona.xyz/slides/2025-09/llms-txt-101/</guid><description>A small introduction to /llms.txt.</description><pubDate>Tue, 16 Sep 2025 00:00:00 GMT</pubDate><author>foxgem</author></item><item><title>Astro i18n 101</title><link>https://www.mymona.xyz/slides/2025-11/astro-i18n-101/</link><guid isPermaLink="true">https://www.mymona.xyz/slides/2025-11/astro-i18n-101/</guid><description>Quickstart to ship multilingual Astro sites with built-in i18n and Paraglide JS.</description><pubDate>Tue, 25 Nov 2025 00:00:00 GMT</pubDate><author>Feng Yu</author></item><item><title>x402 101</title><link>https://www.mymona.xyz/slides/2025-11/x402-101/</link><guid isPermaLink="true">https://www.mymona.xyz/slides/2025-11/x402-101/</guid><description>A small introduction to x402.</description><pubDate>Tue, 18 Nov 2025 00:00:00 GMT</pubDate><author>foxgem</author></item><item><title>pgvector 101</title><link>https://www.mymona.xyz/slides/2025-12/pgvector-101/</link><guid isPermaLink="true">https://www.mymona.xyz/slides/2025-12/pgvector-101/</guid><description>A comprehensive guide to pgvector for RAG applications - from vectors to production queries.</description><pubDate>Sun, 21 Dec 2025 00:00:00 GMT</pubDate><author>foxgem</author></item><item><title>Astro 101</title><link>https://www.mymona.xyz/slides/2026-01/astro-101/</link><guid isPermaLink="true">https://www.mymona.xyz/slides/2026-01/astro-101/</guid><description>An introduction to Astro - the web framework for content-driven websites.</description><pubDate>Wed, 21 Jan 2026 00:00:00 GMT</pubDate><author>foxgem</author></item><item><title>Claude Code From The Trenches</title><link>https://www.mymona.xyz/slides/2026-01/claude-code-in-practice/</link><guid isPermaLink="true">https://www.mymona.xyz/slides/2026-01/claude-code-in-practice/</guid><description>Practical lessons and best practices from real-world Claude Code usage.</description><pubDate>Wed, 14 Jan 2026 00:00:00 GMT</pubDate><author>foxgem</author></item><item><title>Codex 101</title><link>https://www.mymona.xyz/slides/2026-01/codex-101/</link><guid isPermaLink="true">https://www.mymona.xyz/slides/2026-01/codex-101/</guid><description>An introduction to OpenAI Codex - the agentic coding assistant.</description><pubDate>Thu, 15 Jan 2026 00:00:00 GMT</pubDate><author>hwh</author></item><item><title>Type-Safe Env 101</title><link>https://www.mymona.xyz/slides/2026-01/type-safe-env-101/</link><guid isPermaLink="true">https://www.mymona.xyz/slides/2026-01/type-safe-env-101/</guid><description>A lightweight outline on type-safe environment variables in JavaScript projects.</description><pubDate>Wed, 07 Jan 2026 03:58:12 GMT</pubDate><author>Feng Yu</author></item><item><title>MonaKit Released as an Astro Theme</title><link>https://www.mymona.xyz/doodles/2025-09/monakit-released/</link><guid isPermaLink="true">https://www.mymona.xyz/doodles/2025-09/monakit-released/</guid><description>We released MonaKit, a free and open-source Astro theme featuring multi-format content.</description><pubDate>Thu, 25 Sep 2025 00:00:00 GMT</pubDate></item><item><title>New Feature: Doodles Content</title><link>https://www.mymona.xyz/doodles/2025-10/mona-update-doodle-and-more/</link><guid isPermaLink="true">https://www.mymona.xyz/doodles/2025-10/mona-update-doodle-and-more/</guid><description>MonaKit now supports Doodles content and includes several fixes and improvements.</description><pubDate>Wed, 22 Oct 2025 00:00:00 GMT</pubDate></item><item><title>New component: MonaKiosk</title><link>https://www.mymona.xyz/doodles/2025-11/mona-kiosk-is-coming/</link><guid isPermaLink="true">https://www.mymona.xyz/doodles/2025-11/mona-kiosk-is-coming/</guid><description>A modern Astro integration for monetizing your content with Polar.sh.</description><pubDate>Tue, 11 Nov 2025 00:00:00 GMT</pubDate></item><item><title>Slides Enhancement: Math and Mermaid Diagram</title><link>https://www.mymona.xyz/doodles/2025-12/mona-slides-enhancement/</link><guid isPermaLink="true">https://www.mymona.xyz/doodles/2025-12/mona-slides-enhancement/</guid><description>MonaKit slides now support LaTeX math equations and Mermaid diagrams for better technical presentations.</description><pubDate>Wed, 24 Dec 2025 00:00:00 GMT</pubDate></item><item><title>New Feature: Promotion</title><link>https://www.mymona.xyz/doodles/2025-12/mona-update-promotion/</link><guid isPermaLink="true">https://www.mymona.xyz/doodles/2025-12/mona-update-promotion/</guid><description>MonaKit now supports Promotion allowing users to promote their own products or services.</description><pubDate>Thu, 18 Dec 2025 00:00:00 GMT</pubDate></item><item><title>MonaKiosk Update: i18n Support</title><link>https://www.mymona.xyz/doodles/2026-01/mona-kiosk-i18n-support/</link><guid isPermaLink="true">https://www.mymona.xyz/doodles/2026-01/mona-kiosk-i18n-support/</guid><description>MonaKiosk now supports Astro i18n routing for localized content and paywalls.</description><pubDate>Fri, 23 Jan 2026 00:00:00 GMT</pubDate></item><item><title>Grouped Content Support</title><link>https://www.mymona.xyz/doodles/2026-02/mona-kiosk-v030-and-a-course-on-it/</link><guid isPermaLink="true">https://www.mymona.xyz/doodles/2026-02/mona-kiosk-v030-and-a-course-on-it/</guid><description>MonaKiosk v0.3.0 introduces support for paywalled grouped content, enabling you to create and sell your own courses.</description><pubDate>Fri, 06 Feb 2026 00:00:00 GMT</pubDate></item><item><title>Astro 6 and Zod 4, Shipped</title><link>https://www.mymona.xyz/doodles/2026-05/astro6-upgrade/</link><guid isPermaLink="true">https://www.mymona.xyz/doodles/2026-05/astro6-upgrade/</guid><description>MonaKit and MonaKiosk now run on Astro 6.3.5, with content schemas migrated to Zod 4.</description><pubDate>Tue, 19 May 2026 00:00:00 GMT</pubDate></item><item><title>Grouped Content is GC</title><link>https://www.mymona.xyz/doodles/2026-05/grouped-content-is-done/</link><guid isPermaLink="true">https://www.mymona.xyz/doodles/2026-05/grouped-content-is-done/</guid><description>Courses ship in MonaKit: Markdown-driven chapters, embedded slides, and Cloudflare Stream video.</description><pubDate>Fri, 15 May 2026 00:00:00 GMT</pubDate></item><item><title>MonaKiosk in Action</title><link>https://www.mymona.xyz/courses/monakiosk-in-action/</link><guid isPermaLink="true">https://www.mymona.xyz/courses/monakiosk-in-action/</guid><description>A hands-on guide to building paywalled content sites with Astro using MonaKiosk and Polar.sh. Learn monetization from basic setup to advanced real-world patterns.</description><pubDate>Thu, 30 Jan 2025 00:00:00 GMT</pubDate><author>Mona Team</author></item><item><title>MonaKit in Action</title><link>https://www.mymona.xyz/courses/monakit-in-action/</link><guid isPermaLink="true">https://www.mymona.xyz/courses/monakit-in-action/</guid><description>A hands-on guide to building a multi-format content platform with MonaKit. Learn the four content types, courses, video support, and monetization.</description><pubDate>Thu, 07 May 2026 00:00:00 GMT</pubDate><author>Mona Team</author></item></channel></rss>