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Self-Critique Loops for Agents: Where the 3rd Iteration Stops Helping

Self-Critique Loops for Agents: Where the 3rd Iteration Stops Helping

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8 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
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
How We Built a Conflict Resolver That Uses Psychology Frameworks as Prompts

How We Built a Conflict Resolver That Uses Psychology Frameworks as Prompts

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4 min read
How to Fix That Robotic AI Tone in Your LLM-Powered Features

How to Fix That Robotic AI Tone in Your LLM-Powered Features

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5 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
Harvard Proved Emotions Don't Make AI Smarter — That's Exactly Why You Need Soul Spec

Harvard Proved Emotions Don't Make AI Smarter — That's Exactly Why You Need Soul Spec

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4 min read
How to stop hitting Claude usage limits

How to stop hitting Claude usage limits

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5 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
Why Output Consistency Beats “Creativity”

Why Output Consistency Beats “Creativity”

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5 min read
TOON File Format Anatomy: Schema-Once, Data-Many for LLM Pipelines 🎯📄

TOON File Format Anatomy: Schema-Once, Data-Many for LLM Pipelines 🎯📄

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6 min read
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