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The AI That Improves Itself: Autonomous Prompt Iteration Loop

The AI That Improves Itself: Autonomous Prompt Iteration Loop

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6 min read
AI Agent Prompts Work Better When They Start From Workflows

AI Agent Prompts Work Better When They Start From Workflows

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4 min read
Hardcoding LLM prompts is fine until it isn't. Here's what we built instead.

Hardcoding LLM prompts is fine until it isn't. Here's what we built instead.

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3 min read
From Prompt Engineering to Context Engineering: The AI Revolution You Need to Know About

From Prompt Engineering to Context Engineering: The AI Revolution You Need to Know About

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6 min read
I Built a Plain-Text Portability Format for AI Companion Memory

I Built a Plain-Text Portability Format for AI Companion Memory

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2 min read
Distributed Tracing for LLM Agents: When MCP Makes Tool Calls Observable

Distributed Tracing for LLM Agents: When MCP Makes Tool Calls Observable

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5 min read
HiDream Raw Output Failed Tried Dev-2604 VRAM Math Killed It Won with a Prompt Enhancer Instead

HiDream Raw Output Failed Tried Dev-2604 VRAM Math Killed It Won with a Prompt Enhancer Instead

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10 min read
AI does exactly what you ask — that's the problem

AI does exactly what you ask — that's the problem

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6 min read
What Prime Day Taught Me About Prompt Engineering

What Prime Day Taught Me About Prompt Engineering

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11 min read
The Real Reason Prompt Engineering Isn't Going Away

The Real Reason Prompt Engineering Isn't Going Away

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4 min read
Google indexed 4 of my 122 pages. The problem wasn't technical

Google indexed 4 of my 122 pages. The problem wasn't technical

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3 min read
How LLM agents confabulate infrastructure and data provenance

How LLM agents confabulate infrastructure and data provenance

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9 min read
I Built a Prompt Forging Engine with NVIDIA Llama 3.1 70B for Google Prompt Wars 2026

I Built a Prompt Forging Engine with NVIDIA Llama 3.1 70B for Google Prompt Wars 2026

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3 min read
Token Watcher

Token Watcher

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1 min read
Why AI Keeps Making the Same Mistake — And Why Correcting It Each Time Doesn't Work

Why AI Keeps Making the Same Mistake — And Why Correcting It Each Time Doesn't Work

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6 min read
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