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The Agentic, Ironclad Onion

AI Engineer World's Fair Coverage

The Agentic, Ironclad Onion

12
5 min read
Choosing the Right Claude Model: A Practical Guide for Developers

Choosing the Right Claude Model: A Practical Guide for Developers

4 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

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.

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

7 min read
Be Careful What You Prompt For

Be Careful What You Prompt For

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.

2
3 min read
Reflexion: Make an AI Agent Learn From Its Own Mistakes

Reflexion: Make an AI Agent Learn From Its Own Mistakes

1 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

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

5
4 min read
What Happens When Every Prompt Slot Says Something Different

What Happens When Every Prompt Slot Says Something Different

6 min read
Self-Ask Prompting: Let the Model Interview Itself

Self-Ask Prompting: Let the Model Interview Itself

1 min read
I Built a Plain-Text Format for Portable AI Companion Memory

I Built a Plain-Text Format for Portable AI Companion Memory

4 min read
Stop Asking AI for Common Sense: How to Extract Contrarian Insights That Actually Get Read

Stop Asking AI for Common Sense: How to Extract Contrarian Insights That Actually Get Read

1
7 min read
I Built a Plain-Text Portability Format for AI Companion Memory

I Built a Plain-Text Portability Format for AI Companion Memory

2 min read
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