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# promptengineering

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Token Budget Negotiator

Token Budget Negotiator

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Comments
6 min read
Prompting Is Not Magic. It Is Control.

Anti-prompts that make model failure visible

Prompting Is Not Magic. It Is Control.

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Comments 37
8 min read
How I evaluate Claude SDK features before shipping them to production

How I evaluate Claude SDK features before shipping them to production

Comments 2
6 min read
Improving AI with Situated Awareness and Practice Theory

Improving AI with Situated Awareness and Practice Theory

Comments 2
4 min read
OpenAI Image Generation: Would Results Improve with Positive& Negative Example Images? (Screenshots Included)

OpenAI Image Generation: Would Results Improve with Positive& Negative Example Images? (Screenshots Included)

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Comments 8
2 min read
Introducing Prompt Master: A Structured Prompt Engine That Runs Entirely in Prompt Space

Introducing Prompt Master: A Structured Prompt Engine That Runs Entirely in Prompt Space

Comments
2 min read
I built an open GPT Image 2 prompt gallery with 400+ prompts and templates

I built an open GPT Image 2 prompt gallery with 400+ prompts and templates

Comments
1 min read
One Open Source Project a Day (No. 78): stop-slop - A Skill File That Teaches AI to Eliminate Its Own Writing Tells

One Open Source Project a Day (No. 78): stop-slop - A Skill File That Teaches AI to Eliminate Its Own Writing Tells

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6 min read
I evaluated the leaked system prompts of the biggest AI coding tools. Here's what I found.

I evaluated the leaked system prompts of the biggest AI coding tools. Here's what I found.

Comments
4 min read
I Thought My One Sentence Is Creating a Perfect GPT Image; Until I Realized It Had Been Learning My "Taste" All Along

I Thought My One Sentence Is Creating a Perfect GPT Image; Until I Realized It Had Been Learning My "Taste" All Along

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2 min read
I blind A/B tested 40 Claude prompt codes. Only 7 actually shift reasoning.

I blind A/B tested 40 Claude prompt codes. Only 7 actually shift reasoning.

Comments
1 min read
The Undersea Cables of Thought: How Physical Geography Shapes What AI You Can Access (and How Fast)

The Undersea Cables of Thought: How Physical Geography Shapes What AI You Can Access (and How Fast)

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5 min read
Prompt Versioning and Regression Testing for Production AI Agents

Prompt Versioning and Regression Testing for Production AI Agents

Comments 3
7 min read
Prompt Injection Explained for Security Professionals

Prompt Injection Explained for Security Professionals

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4 min read
When System Prompts Become Prompt Debt -What GitHub Copilot’s hidden instructions reveal about AI agent design

When System Prompts Become Prompt Debt -What GitHub Copilot’s hidden instructions reveal about AI agent design

Comments
3 min read
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