LLM Tuts

AI‑Drafted. Expert‑Refined.

AI Frontier Timeline

Track the latest developments in AI models, protocols, and web technologies.

→ View Timeline

Latest Articles

Article Writing Principles (Reference)
Published: November 8, 2025 · Writing · Framework

A concise checklist and templates distilled from the meta principles — use as a reusable guide for drafting new pieces.

→ Open Reference
Agent Virtual Machine: The Future of Application Architecture
Published: November 1, 2025 · Architecture · AI · Future Tech · Application Design

Where markdown becomes code: Exploring the paradigm shift from compiled applications to executable documentation, comparing Agent VM to JVM and Qt Runtime, and envisioning a four-layer architecture where intent drives execution.

→ Read Article
The Developer's Guide to Production-Grade Prompt Management
Published: October 20, 2025 · Prompt Engineering · Production · LLM Operations · Systems

From volatility to reliability: A comprehensive framework for managing prompts as critical software assets with versioning, testing, and deployment strategies.

→ Read Article
REST → MCP: Architecture Transformation Guide
Published: October 10, 2025 · Architecture · MCP · REST · AI

Understanding the architectural shift from human APIs to AI-native servers with side-by-side comparisons and practical examples.

→ Read Article
AI-Enhanced Full Stack App Architecture
Published: October 9, 2025 · Architecture · Full Stack · AI · Enterprise

Enterprise guide to adding AI capabilities to existing web applications with NLWeb, MCP, and Semantic Kernel integration patterns.

→ Read Article
Markdown AI Dev Workflow
Published: April 20, 2025 · Workflow · AI · Development

Streamline your development process with AI-powered markdown workflows for documentation and code generation.

→ Read Article
HTML Tags: Code to Reality
Published: April 18, 2025 · Web Dev · HTML

A practical look at how HTML elements translate into visual layouts with side‑by‑side code and output.

→ Read Article
Model Context Protocol
Published: April 5, 2025 · Protocol · AI · Architecture

Understand how structured context shapes LLM behaviour using the Model Context Protocol — with annotated examples.

→ Read Article
GitHub Repository