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Trust the parser, not the prompt: what running a cheap LLM in production taught me

Trust the parser, not the prompt: what running a cheap LLM in production taught me

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4 min read
Bedrock Grok 4.6 Explained Simply: Prompt Caching, Token Efficiency, and Node.js 22 Integration

Bedrock Grok 4.6 Explained Simply: Prompt Caching, Token Efficiency, and Node.js 22 Integration

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9 min read
RAG vs. Fine-Tuning: Which Is Better for Adding New Information?

RAG vs. Fine-Tuning: Which Is Better for Adding New Information?

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3 min read
Stop Chasing the Perfect Prompt. Start Designing Prompt Systems.

Stop Chasing the Perfect Prompt. Start Designing Prompt Systems.

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1 min read
Prompt Engineering for Software Engineers: Practical Patterns That Actually Work

Prompt Engineering for Software Engineers: Practical Patterns That Actually Work

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6 min read
Six weeks ago Google had indexed 4 of my pages. It just hit 115. I changed almost nothing

Six weeks ago Google had indexed 4 of my pages. It just hit 115. I changed almost nothing

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4 min read
New Job Titles AI Is Creating, Not Just Destroying

New Job Titles AI Is Creating, Not Just Destroying

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7 min read
The Dangers of Fine-Tuning: When Customizing a Model Breaks Its General Knowledge

The Dangers of Fine-Tuning: When Customizing a Model Breaks Its General Knowledge

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3 min read
How to Build an AI Presentation with Claude + Gamma (Step-by-Step Guide)

How to Build an AI Presentation with Claude + Gamma (Step-by-Step Guide)

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4 min read
handoff: Give the Next AI Agent the Context It Actually Needs

handoff: Give the Next AI Agent the Context It Actually Needs

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5 min read
LoRA and the Art of Model Surgery: How We Add New Knowledge Without Retraining

LoRA and the Art of Model Surgery: How We Add New Knowledge Without Retraining

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3 min read
Stop Sounding Like an AI: Turning Wikipedia's AI Writing Guide into an Agent Skill

Stop Sounding Like an AI: Turning Wikipedia's AI Writing Guide into an Agent Skill

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1 min read
Did Your AI Memorize Your Rules — or Understand Them? A Tokenizer Showed Me the Difference

Did Your AI Memorize Your Rules — or Understand Them? A Tokenizer Showed Me the Difference

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4 min read
5 Claude Code Prompts That Stop Small Changes From Breaking Your Project

5 Claude Code Prompts That Stop Small Changes From Breaking Your Project

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5 min read
I Stopped Re-Explaining My Codebase to AI Agents. Here Is What I Built Instead.

I Stopped Re-Explaining My Codebase to AI Agents. Here Is What I Built Instead.

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6 min read
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