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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
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
Prompt Engineering at Workplace: How I Used Amazon Q Developer to Boost Team Productivity by 30%

Prompt Engineering at Workplace: How I Used Amazon Q Developer to Boost Team Productivity by 30%

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7 min read
Fixing Flutter AI: Claude's Prompt Patterns That Work

Fixing Flutter AI: Claude's Prompt Patterns That Work

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9 min read
From Prompting to Programming: Making LLM Outputs More Predictable with Structure

From Prompting to Programming: Making LLM Outputs More Predictable with Structure

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2 min read
The Only Prompt Hack You Actually Need (No, You Don't Need a Course)

The Only Prompt Hack You Actually Need (No, You Don't Need a Course)

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5 min read
agency-agents: 120 AI Specialist Personas That Prove Prompts Need Personality, Not Just Instructions

agency-agents: 120 AI Specialist Personas That Prove Prompts Need Personality, Not Just Instructions

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2 min read
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