MCP 2026-07-28: The Stateless Spec Rewrite Explained
MCP's biggest spec revision yet drops the initialize handshake and sessions entirely. Here's what breaks, what replaces it, and why the stateless core had to happen.
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Writing on software engineering, one concept at a time.
MCP Tools vs Resources vs Prompts: What's the Actual Difference?
MCP defines three primitives — Tools, Resources, and Prompts — and most developers confuse them. The difference comes down to one question: who controls when it runs?
Read article →Context Engineering Explained: Why Prompt Engineering Is No Longer Enough
The developers getting the best results from AI in 2026 aren't writing better prompts — they're engineering better context. Here's the full framework.
Read article →Loop Engineering Explained: From Prompt Engineering to Loop Engineering
Loop engineering is the biggest paradigm shift in how we work with AI since prompt engineering. Instead of crafting the perfect prompt, you design the loop that does the prompting for you.
Read article →How MCP Actually Works: How AI Agents Talk to GitHub, Slack & the World
Every AI agent you use — Claude Desktop, Cursor, VS Code Copilot — runs on the same 3-layer architecture. Here's how MCP actually works under the hood.
Read article →The N×M Problem: Why AI Integrations Were Broken Before MCP
Before MCP, connecting N AI models to M tools required N×M custom integrations. Each one hand-built, separately maintained, and ready to break. Here's why a protocol-level fix was the only way out.
Read article →Hermes V1 vs V8: The JavaScript Engine Deep Dive for React Native 0.84
With React Native 0.84 shipping Hermes V1 as the default engine, here's the architecture deep dive that explains why Hermes beats V8 for mobile — AOT compilation, Hades GC, and real performance numbers.
Read article →MCP vs ADK: What's the Difference? | AI Agent Frameworks Explained
MCP and ADK are the two most talked-about terms in AI agent development — but they solve completely different problems. Here's the actual difference and when to use each.
Read article →Metro Bundler Internals: What REALLY Happens When You Run npx react-native start
Every React Native developer runs npx react-native start hundreds of times. But what actually happens under the hood? Here's the full 4-phase pipeline — from config loading to Fast Refresh.
Read article →React Native New Architecture 2026: JSI, Fabric, TurboModules & How to Migrate
As of React Native 0.83, the legacy bridge architecture has been completely removed. JSI, Fabric, TurboModules — here's what changed and how to migrate your app.
Read article →Building a React Native TV Application with React-Native-Tvos
A step-by-step guide to building a fully functional TV application using React Native and the react-native-tvos fork.
Read article →Introduction to AWS Amplify
AWS Amplify is a development platform for building secure, scalable mobile and web applications — a fully managed service that provides tools for front-end and back-end development.
Read article →Programming made easy with Ruby Enumerables
Enumerable is a mixin consisting of collection classes with various traversal and search methods. Learn how to write cleaner Ruby with Enumerables.
Read article →How to start building Mobile apps in 10 mins? (With React Native)
There are two ways to set up any React Native project: Expo CLI or React Native CLI. This guide walks you through both and gets you running in minutes.
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