Posts
2026
MCP Tool Search: How Claude Code Solved the Token Explosion
Ai
Claude
Claude Code’s Tool Search implementation slashes token consumption by 95%, paving the way for AI agents that can handle thousands of tools without context bloat.
Single AI Agent vs Multi-Agent Systems: Why 'Skills' Beat Complexity in 2026
AI Agent
Claude Code
Ai
2026 research from UBC and Anthropic’s engineering team reveals a surprising trend: simplifying to a single AI agent with skills can boost performance by 50% over complex multi-agent systems.
Ralph Wiggum Loop: Make AI Code 24/7 with Claude Code Stop Hooks
Ai
Vibe Coding
Claude Code
Give AI a task before bed, wake up to 6 completed libraries! Learn how the Ralph Wiggum Loop plugin keeps Claude Code iterating and self-correcting 24/7 without rest.
2025
Code Anywhere: Claude Code on Web, Mobile & Slack
Ai
Vibe Coding
Claude Code
Claude Code now works on web, mobile, and Slack—letting developers fix bugs on the subway, handle requests from coffee shops, and turn Slack threads into PRs.
Master Claude Code Slash Commands: Stop Repeating Prompts, Build Custom AI Shortcuts
Vibe Coding
Ai
Claude Code
Claude Code slash commands let you package repetitive prompts into one-click shortcuts. This guide covers everything from basic concepts to advanced features like parameter passing, bash execution, and file references.
Way Better Than Mac's Built-in Screenshot: CleanShot X Revealed How Efficient Screenshots Can Be!
Productivity
Do you take screenshots all day? I discovered with CleanShot X that screenshots can be incredibly smooth: OCR text recognition, scrolling capture, quick editing, and these features upgraded my workflow.
Phones Will Disappear in 5 Years? Elon Musk's Prediction, AI Agents & MCP
Ai
Elon Musk predicts phones and apps will vanish in 5 years. Learn how AI agents and MCP (Model Context Protocol) are reshaping digital commerce, why Amazon is suing Perplexity, and what this means for the experience economy.
Claude Skills: Letting AI Autonomously 'Hire Experts' Based on Context
Vibe Coding
Ai
Claude Code
Anthropic’s Claude Skills enables AI to dynamically load specialized knowledge without consuming memory. Finally, someone’s solved the context window overload problem!
CLAUDE.md Advanced Techniques: 10 Tips to Make Claude Code Smarter
Vibe Coding
Ai
Claude Code
Master 10 advanced CLAUDE.md techniques, from context management to workflow automation, making your Claude Code smarter and more efficient
A/B Testing Triggers: Counterfactual Logging Makes ML Algorithm Experiments Super Efficient!
Ab-Testing
Deep dive into three A/B testing trigger methods: User-Level Triggering, Exposure Logging, and Counterfactual Logging. Learn from real industry cases at DoorDash and Spotify to solve experiment dilution problems effectively.
A/B Testing Triggers: Separating Signal from Noise in User Experiments
Ab-Testing
Introducing A/B testing trigger mechanisms that shows how precision targeting of affected users can cut sample size requirements in half. Essential reading for understanding why lots of experiments fail due to diluted effects and how to design more powerful tests.
Tired of AI News? Three AI Products That Still Excite Me in 2025 (Despite Never Using Them)
Ai
When every day brings another AI product launch, it’s easy to become numb to innovation. Yet Comet, Cluely, and nao (Cursor for data team) reignite my excitement about technology’s future (even though I’ve never actually used them).
Claude Code's Memory Brain: How CLAUDE.md Makes AI Remember Your Coding Preferences
Vibe Coding
Ai
Claude Code
Tired of repeatedly explaining project architecture and coding styles? CLAUDE.md lets your AI coding partner truly remember your needs. Set once, use forever.
Cursor Launches CLI Tool: Why Tech Giants Are Racing to Terminal-Based AI Coding
Vibe Coding
Ai
Tech giants are simultaneously investing in both GUI and CLI-based AI coding tools, creating a fascinating paradox in the development world. This post explores why companies like Anthropic, Google, and even Cursor are betting big on terminal-based AI coding solutions despite the success of visual interfaces.
VoiceInk Review: The $25 Speech-to-Text Tool That Doubled My Productivity in the AI Era
Productivity
Ai
VoiceInk’s $25 speech-to-text capabilities doubled my productivity when working with AI tools like ChatGPT and Claude. This comprehensive review covers why it outperforms expensive alternatives for Mac users seeking efficient voice-to-text solutions.
Claude Code First Look: My Terminal-Based AI Coding Companion
Ai
Vibe Coding
After weeks of testing Claude Code, this terminal AI tool has genuinely improved my development workflow. Here’s my honest assessment of what works, what doesn’t, and who should consider it.
DoubleML: Machine Learning Meets Causal Inference
Causal-Inference
DoubleML combines machine learning with econometrics to extract causal insights from observational data. This tutorial covers its core concepts, real-world applications, and how it overcomes traditional causal inference limitations.
Causal Inference Fundamentals: When A/B Testing Is Not Feasible
Causal-Inference
Discover how causal inference unlocks insights when A/B testing isn’t possible. Data scientists can construct ‘parallel worlds’!
Your A/B Test is Significant, But Is It Real? Understanding False Positive Risk
Ab-Testing
P-value < 0.05 ≠ You have 95% chance of being right
Hyphens vs En Dashes vs Em Dashes: Complete Usage Guide
Writing
Punctuation
Productivity
MacOS
Learn the crucial differences between hyphens, en dashes, and em dashes with practical examples and typing shortcuts for macOS users.
Why A/B Test Matters: The Science Trumps Gut Feelings
Ab-Testing
Causal-Inference
Product-Analytics
The limitations of human intuition and the power of controlled experiments in modern product development.
Hello World - Start of This Blog
I have written quite a lot in Chinese: haosquare.com. Now I am trying to write in English.
