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Why 'Just Be Careful Next Time' Never Reaches an AI

Why 'Just Be Careful Next Time' Never Reaches an AI

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7 min read
Workflow Series (06): Security — Cross-Step Injection Propagation and Four Defense Principles

Workflow Series (06): Security — Cross-Step Injection Propagation and Four Defense Principles

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5 min read
ReWOO: plan every tool call up front, then call the model only twice

ReWOO: plan every tool call up front, then call the model only twice

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4 min read
The Hidden Labor of Data Curation: Who Cleaned the Internet So Your Model Could Be Smart?

The Hidden Labor of Data Curation: Who Cleaned the Internet So Your Model Could Be Smart?

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3 min read
How to Build a "Communication Profile" That Makes AI Write Exactly Like You

How to Build a "Communication Profile" That Makes AI Write Exactly Like You

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11 min read
Graph of Thoughts: when a tree of reasoning isn't enough, let the branches merge

Graph of Thoughts: when a tree of reasoning isn't enough, let the branches merge

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4 min read
Choosing the Right Claude Model: A Practical Guide for Developers

Choosing the Right Claude Model: A Practical Guide for Developers

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4 min read
Maybe Chain-of-Thought Isn't the Trick. Maybe Specification Is.

Maybe Chain-of-Thought Isn't the Trick. Maybe Specification Is.

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6 min read
Feeding the LLM the Whole Thread: Prompt Chaining for Contextual Replies

Feeding the LLM the Whole Thread: Prompt Chaining for Contextual Replies

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7 min read
Be Careful What You Prompt For

Be Careful What You Prompt For

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2 min read
Hardcoding LLM prompts is fine until it isn't. Here's what we built instead.

Hardcoding LLM prompts is fine until it isn't. Here's what we built instead.

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3 min read
Reflexion: Make an AI Agent Learn From Its Own Mistakes

Reflexion: Make an AI Agent Learn From Its Own Mistakes

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1 min read
How I Organize 10,000+ Prompts Across Projects

How I Organize 10,000+ Prompts Across Projects

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3 min read
The End of "One-Shot AI": Why Context Engineering Is Replacing Prompt Engineering

The End of "One-Shot AI": Why Context Engineering Is Replacing Prompt Engineering

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9 min read
The Mechanical Turk of Modern AI: How Reinforcement Learning from Human Feedback (RLHF) Actually Works

The Mechanical Turk of Modern AI: How Reinforcement Learning from Human Feedback (RLHF) Actually Works

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4 min read
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