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# prompt

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Multi-Shot vs Zero-Shot: When Adding Examples Actually Hurts Accuracy
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Multi-Shot vs Zero-Shot: When Adding Examples Actually Hurts Accuracy

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8 min read
Addressing Hallucinations and Security in Open-Source LLM Agents

Addressing Hallucinations and Security in Open-Source LLM Agents

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2 min read
3 lines I deleted from my AI cold email prompt — and reply rates jumped 8x
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3 lines I deleted from my AI cold email prompt — and reply rates jumped 8x

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4 min read
I made a totally free tool where you can post / save / remix public and private prompts and have them instantly scored with insight on how to improve them.

I made a totally free tool where you can post / save / remix public and private prompts and have them instantly scored with insight on how to improve them.

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1 min read
5 Prompt Recipes That Reliably Produce Great Images on Nano Banana Pro

5 Prompt Recipes That Reliably Produce Great Images on Nano Banana Pro

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3 min read
Spud Was the Rumored GPT-6. It Shipped as GPT-5.5, Two Tiers Inside.
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Spud Was the Rumored GPT-6. It Shipped as GPT-5.5, Two Tiers Inside.

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7 min read
The JSON-Mode Prompt Pattern That Survives Claude Version Bumps
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The JSON-Mode Prompt Pattern That Survives Claude Version Bumps

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7 min read
The 2-Line Defense That Stops 90% of Real-World Prompt Injection
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The 2-Line Defense That Stops 90% of Real-World Prompt Injection

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7 min read
The Single Unit Test Every LLM Prompt Should Have
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The Single Unit Test Every LLM Prompt Should Have

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7 min read
Anthropic Skills Is Quietly Killing the Prompt Management Category
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Anthropic Skills Is Quietly Killing the Prompt Management Category

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7 min read
The Most Expensive Hallucination of 2026: A Court Filing Goes Sideways
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The Most Expensive Hallucination of 2026: A Court Filing Goes Sideways

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8 min read
The "Let's Think Step by Step" Trick Is Now Hurting Your Prompts. Here's What Replaced It.
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The "Let's Think Step by Step" Trick Is Now Hurting Your Prompts. Here's What Replaced It.

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7 min read
GLM-5.1 Beat GPT-5.4 at Coding — Under MIT License. Should You Actually Switch?
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GLM-5.1 Beat GPT-5.4 at Coding — Under MIT License. Should You Actually Switch?

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8 min read
Multi-Turn Jailbreaks Are the New Prompt Injection
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Multi-Turn Jailbreaks Are the New Prompt Injection

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8 min read
JSON Mode Still Fails. Here's the Recovery Ladder
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JSON Mode Still Fails. Here's the Recovery Ladder

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6 min read
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