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Multi-Shot vs Zero-Shot: When Adding Examples Actually Hurts Accuracy
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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May 24
Multi-Shot vs Zero-Shot: When Adding Examples Actually Hurts Accuracy
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ai
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llm
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prompt
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benchmark
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8 min read
Your Prompt Isn't the Problem: Why System Prompts Matter More Than User Prompts in Production AI Applications
saif ur rahman
saif ur rahman
saif ur rahman
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Jun 26
Your Prompt Isn't the Problem: Why System Prompts Matter More Than User Prompts in Production AI Applications
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prompt
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aws
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bedrock
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genrativeai
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4 min read
3 lines I deleted from my AI cold email prompt — and reply rates jumped 8x
bluefin ships
bluefin ships
bluefin ships
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May 19
3 lines I deleted from my AI cold email prompt — and reply rates jumped 8x
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ai
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prompt
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productivity
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marketing
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4 min read
JSON or XML Tags for LLM Output: The Format That Holds Under Pressure
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Jun 13
JSON or XML Tags for LLM Output: The Format That Holds Under Pressure
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llm
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ai
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prompt
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json
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6 min read
5 Prompt Recipes That Reliably Produce Great Images on Nano Banana Pro
Evan Li
Evan Li
Evan Li
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May 5
5 Prompt Recipes That Reliably Produce Great Images on Nano Banana Pro
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ai
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prompt
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tutorial
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imagegeneration
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3 min read
Tool-Calling Prompts That Don't Blow Up on the Five Edge Cases
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Apr 27
Tool-Calling Prompts That Don't Blow Up on the Five Edge Cases
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ai
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agents
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python
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8 min read
JSON Mode Still Fails. Here's the Recovery Ladder
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Apr 27
JSON Mode Still Fails. Here's the Recovery Ladder
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ai
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llm
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python
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6 min read
A System-Prompt Skeleton That Survives Claude/GPT/Gemini Swaps
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Apr 27
A System-Prompt Skeleton That Survives Claude/GPT/Gemini Swaps
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ai
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llm
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tutorial
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6 min read
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