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When Better Models Make Old Agent Workflows Worse

Good models fail on rigid scaffolds

When Better Models Make Old Agent Workflows Worse

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8 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
Prompt Engineering Explained Simply: 5 Techniques to Improve Your LLM Outputs

Prompt Engineering Explained Simply: 5 Techniques to Improve Your LLM Outputs

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5 min read
Prompt Engineering for Claude.ai: Core Principles

Prompt Engineering for Claude.ai: Core Principles

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7 min read
La IA no reduce el error conceptual, solo acelera su materializaciĂłn

La IA no reduce el error conceptual, solo acelera su materializaciĂłn

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2 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
I Tried Making an Idle Browser Game With AI. The Prompt Was the Easy Part.

I Tried Making an Idle Browser Game With AI. The Prompt Was the Easy Part.

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3 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
AI Fundamentals - Part 2: Why AI Gets Things Right... and Wrong

AI Fundamentals - Part 2: Why AI Gets Things Right... and Wrong

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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
loopy: packaging agent work as bounded, checkable loops instead of one-shot prompts

loopy: packaging agent work as bounded, checkable loops instead of one-shot prompts

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3 min read
Your Face on a World Cup Sticker: Our Nano Banana Story

Your Face on a World Cup Sticker: Our Nano Banana Story

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8 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
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