Journal | Thinkit Lab | Thinkit Lab

Current Design Flaws of AI Agents

Do We Still Need Product Managers?

How We "Misread" Our Own Anxiety

"Me quitting smoking" feels more uncomfortable than "Me not smoking" because it highlights an ongoing struggle rather than a stable state.

DeepSeek V4 and GPT-5.5 Released: What Should We Pay Attention To?

Software Simplicity, Product Complexity

Why Do Most Technical Discussions Fail to Solve Real-World Problems?

AI Turns Trust Costs into a Long-Tail Problem

Why Can He Earn Some Money That You Can't?

Why Is It Difficult to Productize AI Tools?

AI Has No Brain

The skill is great, but it might not be suitable for me.

Bidding Information Crawler for a Friend, But I Started Wrong from the Beginning

Why has there been a sudden surge in OpenClaw installations in China?

The Best and Worst of Times in the AI Era

2026: What Is the Certainty of AI?

Quitting smoking, you only need to succeed once.

U.S. SaaS Stocks Crash: What Is the To-B Business Model After AI?

Why Can't Someone as Smart as You Use AI Well?

Discussing the usefulness of RAG in 2026 is actually meaningless.

Code Porter or Code Refactoring Engineer?

Is It Necessary for Ordinary People to Learn Vibe Coding?

China's IT Industry Faces a Japan-Style Hollowing-Out Crisis

Jensen Huang's "Melting Pot": The Economics of Tolerating Failure and Institutional Costs

AI eliminates not jobs, but repetitive labor.

How to Design an O2O Dispatch Algorithm for Startups: Finding the Practical Boundary Between Complexity and Feasibility

Why Some AI Agents Succeed in Real-World Deployment While Most Scenarios Remain Limited

Dialog Boxes Limit Your Imagination of AI Agents

How to Use "Correlation" to Infer Truth When Data Is Imperfect

Is FDE Mode a Breakthrough for B2B AI Implementation or Just Another "Consulting Concept"?

From the Frenzy of AI Entrepreneurs: Understanding Entrepreneurship, Business, and Career

From Random Parroting to Self-Correction: The Mechanism of Hallucination in Large Models and the Core Value of Agents

AI Empowers Enterprise Management: From Needs Analysis to Intelligent Decision-Making

Bottlenecks of Conversational AI and Interaction Considerations for Next-Generation Agent Applications

Work Like an Agent: Master AI in 7 Steps to Write Great Copy

Manus Who Fled Abroad Wants a Good Price—The Death of General Agents and the AI Interaction Revolution

Humanoid Robots: An American Cyber Romance

+AI: Revisiting the Pseudo-Innovation Dead Loop of "Industry + Internet"

Why Are "Zero-Kilometer Used Cars" So Sensitive?

Why Platform Companies Lack Motivation for AI Transformation

How to Make Large Models "See More": A Practical Approach with Multilingual Queries and Defined Information Sources

Think Like a Product Manager: How to Make Large Models Output Structured Information

Think Like a Product Manager: How to Efficiently Use Large Model Tools

Analysis of Large Language Model Features: A User Guide for Non-Technical Users