The Ground Truth

Why Anthropic Will Win the Race to the Top

My perspectives on areas which Anthropic is current leading the competitors.

Feb 18 • Zhu Liang

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January 2026

6 Patterns for Building Workflow AI Agents

I spent the last two months building an AI agent. Here are the 6 top patterns that I learnt from my experience.

Jan 27 • Zhu Liang

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October 2025

LLMs Work. The Problem is Translation.

LLMs work very well. But there is a translation problem between LLMs and the environment that LLMs have to interact with (software and humans).

Oct 28, 2025 • Zhu Liang

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August 2025

Effectiveness of AI Coding Techniques: Tools and Agents

Part 2 of the series, where I analysis the effectiveness of various AI coding techniques. This post focuses on tools and agents.

Aug 17, 2025 • Zhu Liang

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Effectiveness of AI Coding Techniques: Input & Context

A series where I analysis the effectiveness of various AI coding techniques. First post focuses on input and context related techniques.

Aug 3, 2025 • Zhu Liang

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July 2025

How Is Claude Code Different From Cursor?

Main differences between Claude Code and Cursor, in terms of pricing, performance and user experience.

Jul 11, 2025 • Zhu Liang

5

My Claude Code Workflow And Personal Tips

How I use roadmap + task files to manage Claude Code, and my personal tips for effective Claude Code usage.

Jul 3, 2025 • Zhu Liang

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April 2025

How We Got Here - AI Timeline from 2015 to 2024

What led to the revolutionary LLMs and ChatGPT that changed everything? What were the roles of Google, OpenAI and other companies in the breakthrough?

Apr 15, 2025 • Zhu Liang

1

March 2025

The Ground Truth - How LLMs Think and How to Add Search to AI

New interesting findings from Anthropic on AI Interpretability (how LLMs think), as well as how search capabilities are being added to AI apps.

Mar 31, 2025 • Zhu Liang

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The Ground Truth - Vibe Coding Tips and Eval-Aware AI

Tips on using Cursor more effectively, and should we be worried about AI becoming self-aware?

Mar 24, 2025 • Zhu Liang

6

The Ground Truth Weekly - Effective Context Length and Block Diffusion

Weekly pick of interesting and noteworthy development in AI

Mar 16, 2025 • Zhu Liang

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January 2025

Devin - First Impressions

My first impressions review of Devin: The user experience, how good it is at completing tasks, and how it compares against a human engineer.

Jan 16, 2025 • Zhu Liang

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