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JSON or XML Tags for LLM Output: The Format That Holds Under Pressure
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Gabriel Anhaia
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Gabriel Anhaia
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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comment
6 min read
Multi-Shot vs Zero-Shot: When Adding Examples Actually Hurts Accuracy
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Gabriel Anhaia
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Gabriel Anhaia
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
3 lines I deleted from my AI cold email prompt — and reply rates jumped 8x
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bluefin ships
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bluefin ships
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
5 Prompt Recipes That Reliably Produce Great Images on Nano Banana Pro
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Evan Li
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Evan Li
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
Spud Was the Rumored GPT-6. It Shipped as GPT-5.5, Two Tiers Inside.
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Gabriel Anhaia
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Gabriel Anhaia
Apr 27
Spud Was the Rumored GPT-6. It Shipped as GPT-5.5, Two Tiers Inside.
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ai
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llm
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architecture
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prompt
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7 min read
The JSON-Mode Prompt Pattern That Survives Claude Version Bumps
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Gabriel Anhaia
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Gabriel Anhaia
Apr 26
The JSON-Mode Prompt Pattern That Survives Claude Version Bumps
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ai
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llm
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prompt
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tutorial
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7 min read
The 2-Line Defense That Stops 90% of Real-World Prompt Injection
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Gabriel Anhaia
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Gabriel Anhaia
Apr 26
The 2-Line Defense That Stops 90% of Real-World Prompt Injection
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ai
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llm
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security
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prompt
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7 min read
Anthropic Skills Is Quietly Killing the Prompt Management Category
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Gabriel Anhaia
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Gabriel Anhaia
Apr 26
Anthropic Skills Is Quietly Killing the Prompt Management Category
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ai
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llm
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prompt
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promptengineering
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7 min read
The Single Unit Test Every LLM Prompt Should Have
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Gabriel Anhaia
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Gabriel Anhaia
Apr 26
The Single Unit Test Every LLM Prompt Should Have
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ai
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llm
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prompt
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tutorial
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7 min read
The Most Expensive Hallucination of 2026: A Court Filing Goes Sideways
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Gabriel Anhaia
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Gabriel Anhaia
Apr 26
The Most Expensive Hallucination of 2026: A Court Filing Goes Sideways
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ai
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llm
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prompt
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observability
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8 min read
Multi-Turn Jailbreaks Are the New Prompt Injection
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Gabriel Anhaia
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Gabriel Anhaia
Apr 26
Multi-Turn Jailbreaks Are the New Prompt Injection
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ai
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llm
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security
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prompt
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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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Gabriel Anhaia
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Gabriel Anhaia
Apr 26
The "Let's Think Step by Step" Trick Is Now Hurting Your Prompts. Here's What Replaced It.
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ai
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llm
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prompt
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promptengineering
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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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Gabriel Anhaia
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Gabriel Anhaia
Apr 26
GLM-5.1 Beat GPT-5.4 at Coding — Under MIT License. Should You Actually Switch?
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ai
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llm
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programming
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prompt
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8 min read
JSON Mode Still Fails. Here's the Recovery Ladder
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Gabriel Anhaia
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Gabriel Anhaia
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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prompt
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reaction
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6 min read
Tool-Calling Prompts That Don't Blow Up on the Five Edge Cases
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Gabriel Anhaia
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Gabriel Anhaia
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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prompt
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python
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1
reaction
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8 min read
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