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How to Get Better Output from AI Tools (Without Burning Time and Tokens)

How to Get Better Output from AI Tools (Without Burning Time and Tokens)

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2 min read
Chapter 7. Context Management and Token Optimization

Chapter 7. Context Management and Token Optimization

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10 min read
🐘 The Pink Elephant Problem in AI: Why “Don’t Do This” Makes LLMs Do Exactly That

🐘 The Pink Elephant Problem in AI: Why “Don’t Do This” Makes LLMs Do Exactly That

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3 min read
BuildWithAI: Prompt Engineering 6 DR Tools with Amazon Bedrock

BuildWithAI: Prompt Engineering 6 DR Tools with Amazon Bedrock

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9 min read
Everyone's Building AI Agents. Nobody's Building What Makes Them Work.

Everyone's Building AI Agents. Nobody's Building What Makes Them Work.

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5 min read
Why Your AI Prompts Break After One Edit (and the Versioning Fix)

Why Your AI Prompts Break After One Edit (and the Versioning Fix)

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2 min read
The Scope Lock Prompt: Stop AI From Refactoring Code You Didn't Ask It to Touch

The Scope Lock Prompt: Stop AI From Refactoring Code You Didn't Ask It to Touch

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2 min read
The Iterative Refinement Agentic Framework (IRAF): A Git-Native Architecture for Autonomous, Self-Improving AI Systems

The Iterative Refinement Agentic Framework (IRAF): A Git-Native Architecture for Autonomous, Self-Improving AI Systems

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4 min read
Agentic Engineering Journey — Brain Dump

Agentic Engineering Journey — Brain Dump

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3 min read
标书智能体(四)——提示词顺序优化,让缓存命中,输入成本直降10倍

标书智能体(四)——提示词顺序优化,让缓存命中,输入成本直降10倍

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2 min read
The Rubber Duck Prompt: Debug AI Output by Making It Explain Every Decision

The Rubber Duck Prompt: Debug AI Output by Making It Explain Every Decision

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3 min read
Three Checks We Added After One AI Prompt Started Giving the Wrong Kind of Help

Three Checks We Added After One AI Prompt Started Giving the Wrong Kind of Help

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6 min read
Reliable LLM JSON Output: Few-Shot Prompting & Robust Parsing

Reliable LLM JSON Output: Few-Shot Prompting & Robust Parsing

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6 min read
ContextCraft: A Visual Workbench for Building and Managing LLM Context Windows

ContextCraft: A Visual Workbench for Building and Managing LLM Context Windows

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6 min read
The AI told me my prompts were fine. The problem was everything after.

The AI told me my prompts were fine. The problem was everything after.

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3 min read
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