# Unity

Spring AI + MCP Protocol in Practice: Tool Calling, Security Authentication, and Enterprise Deployment

Deep dive into Spring AI and MCP protocol integration, covering tool calling, OAuth security, horizontal scaling, and context optimization for enterprise AI Agent services.

WWDC26 Countdown: What the 'All Systems Glow' Theme Hints at for Major Upgrades

Tech Frontiers

WWDC26 Countdown: What the 'All Systems Glow' Theme Hints at for Major Upgrades

Apple's WWDC26 opens in one week with the theme "All Systems Glow." We analyze what it signals about AI integration, full-platform updates, and developer tool upgrades.

Deep Dives

Deep Dive into Cursor Skills: From Fun…

Deep Dive into Cursor Skills: From Function Call to Practice

Deep dive into Cursor Skills' underlying principles, from Function Call and MCP protocol to Workflow Agent, with Spring AI Alibaba practical demo for any LLM.

Claude Code Keeps Forgetting Everythin…

Claude Code Keeps Forgetting Everything? Build an AI Project Manager with 3 Documents and 4 Commands

Fix Claude Code's amnesia problem. Use 3 documents and 4 slash commands to transform AI from a stateless code assistant into a project manager with memory, boosting efficiency 13x.

Product Reviews

Red Alert "Hair Trigger" Map Guide: Oi…

Red Alert "Hair Trigger" Map Guide: Oil Derrick Mind Games and Prism Tank Breakthrough Strategies

In-depth guide to the Red Alert custom map "Hair Trigger" — covering low-HP oil derrick mind games, chimney defense systems, Prism Tank breakthroughs, and naval supremacy strategies for multiplayer victory.

The Lock-In Rule for AI Developers: How Deep Work Determines Project Success or Failure

The Lock-In Rule for AI Developers: How Deep Work Determines Project Success or Failure

Explore the Lock-In focus culture popular among AI developers, understand why deep work is critical in the fast-moving AI era, and get actionable tips to boost productivity.

The AI Market Is Expanding Rapidly: Why a Growing Pie Matters More Than Fighting Over Slices

The AI Market Is Expanding Rapidly: Why a Growing Pie Matters More Than Fighting Over Slices

The global AI market is expanding at a CAGR exceeding 35%, creating new demand across nearly every segment. This article analyzes the core logic of AI's expanding market and key takeaways for practitioners and investors.

You Are a Product of Your Actions, Not Your Aspirations: Bridging the Gap from Daydreaming to Execution

Expert Opinions

You Are a Product of Your Actions, Not Your Aspirations: Bridging the Gap from Daydreaming to Execution

Why aspirations can't define you and only actions shape identity. A deep analysis of the action-driven vs. aspiration-driven mindset with four practical strategies to bridge the knowing-doing gap.

MCP Isn't Dead! Anthropic's Two Power …

MCP Isn't Dead! Anthropic's Two Power Moves Cut Costs by 85% + 12 Agentic Patterns Fully Explained

Deep dive into MCP's cloud repositioning strategy, how Anthropic cuts token costs by 85% with Tool Search and code sandboxes, and 12 Agentic patterns for production-grade AI Agents.

Tech Frontiers

AI Weekly: Claude Code Review, Gemma 4…

AI Weekly: Claude Code Review, Gemma 4 Leak & DeepSeek V4 Delayed

Weekly AI roundup: Anthropic launches Claude Code review, Google Gemma 4 leaks with MoE architecture, DeepSeek V4 delayed again, Microsoft Copilot Cowork reshapes collaboration, and OpenAI acquires PromptFool.

Replit Partners with Visa: How AI Agentic Payments Are Reshaping the Future of Transactions

Replit Partners with Visa: How AI Agentic Payments Are Reshaping the Future of Transactions

Replit partners with Visa to explore AI Agentic Payments. Learn how AI agents can autonomously complete payments and what this means for developers and fintech.

One Month Until CAICP Certification: A…

One Month Until CAICP Certification: A Zero-to-Hero Python Sprint Guide

With one month until the CAICP AI certification exam, this guide offers a Python sprint strategy for beginners and C++ developers, covering a 4-week study plan, training options, and fees.

Anthropic Engineer Shares Four Golden …

Anthropic Engineer Shares Four Golden Rules for Vibe Coding

Anthropic's coding agent lead shares four core principles for Vibe Coding in production: be AI's product manager, use it at leaf nodes, focus on verifiability, and embrace exponential growth.

Tech Frontiers

DeepSeek TUI: A Terminal AI Coding Ass…

DeepSeek TUI: A Terminal AI Coding Assistant Built in Rust with 2.3K GitHub Stars

DeepSeek TUI is an open-source terminal AI coding tool written in Rust, optimized for DeepSeek API, dubbed Claude Code for DeepSeek. Plus: AI joint ventures, Sierra's $950M raise, and AWS Agent infrastructure updates.

Product Reviews

Comprehensive Review of 10 Mainstream …

Comprehensive Review of 10 Mainstream AI Coding Tools: How to Choose from Cursor to Claude Code

In-depth comparison of 10 AI coding tools including GitHub Copilot, Cursor, Claude Code, and Windsurf, analyzed across features, target users, and pricing to help developers choose the right AI assistant.

Complete Guide to Cultivating and Domi…

Complete Guide to Cultivating and Dominating with Four Elite Prism Tanks in Red Alert Team Battles

Complete breakdown of cultivating four elite Prism Tanks in Red Alert 2 8-player team battles through building garrison rushes, engineer raids, spy infiltration, and combined arms tactics.

Product Reviews

Windsurf AI Game Development Test: Wor…

Windsurf AI Game Development Test: Worst Performer Among Four Tools

Real-world test of Windsurf AI for 2D Super Mario game development: frequent timeouts, poor code quality, nearly an hour with persistent issues. Ranked last among DeepSeek, ChatGPT Codex, and GitHub Copilot.

Full Breakdown: Building an APP with A…

Full Breakdown: Building an APP with AI and Publishing to the App Store in 45 Minutes

How to use Cursor AI to develop an iOS APP in 45 minutes and publish it to the App Store, covering backend API development, iOS frontend, debugging tips, and effective AI communication methods.

Gemini CLI Shutdown: A 100K-Star Proje…

Gemini CLI Shutdown: A 100K-Star Project Killed Overnight — Three Alternatives Compared

Google's Gemini CLI shut down overnight despite 100K Stars. Compare three alternatives — Claude Code, Aider, and Cline — to find sustainable terminal AI coding tools and avoid vendor lock-in.

Red Alert 2 Tibet Plateau 2v2 Battle: …