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YAML vs Markdown vs JSON vs TOON: Which Format Is Most Efficient for the Claude API

YAML vs Markdown vs JSON vs TOON: Which Format Is Most Efficient for the Claude API

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17 min read
How to Fix That Robotic AI Tone in Your LLM-Powered Features

How to Fix That Robotic AI Tone in Your LLM-Powered Features

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5 min read
The LLM Is Your Employee: Three Evolutions of AI Collaboration Through the Lens of Corporate Management

The LLM Is Your Employee: Three Evolutions of AI Collaboration Through the Lens of Corporate Management

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11 min read
I added a local eval loop to my personal AI assistant — here's what 800 scored interactions taught me

I added a local eval loop to my personal AI assistant — here's what 800 scored interactions taught me

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1 min read
Anti-Sycophancy: Build an Agent That Disagrees With You

Anti-Sycophancy: Build an Agent That Disagrees With You

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3 min read
38% of AI Answers Are Wrong — And It's Your Prompt's Fault

38% of AI Answers Are Wrong — And It's Your Prompt's Fault

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3 min read
[POG-Task-05] Treat Tasks and Prompts as Code

[POG-Task-05] Treat Tasks and Prompts as Code

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4 min read
The STCO Framework: A Simple 4-Step System for Writing AI Prompts That Actually Work

The STCO Framework: A Simple 4-Step System for Writing AI Prompts That Actually Work

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4 min read
Prompt Quality Score (PQS) Now Supports x402 Payments on Solana

Prompt Quality Score (PQS) Now Supports x402 Payments on Solana

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2 min read
The agent over-applies everything: why “don’t” is my most-used word

The agent over-applies everything: why “don’t” is my most-used word

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4 min read
Claude Code for Solo Developers — Prompt Engineering That Keeps Things Clean

Claude Code for Solo Developers — Prompt Engineering That Keeps Things Clean

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3 min read
Stop Overloading Your CLAUDE.md — Simplicity Wins (and Saves Tokens)

Stop Overloading Your CLAUDE.md — Simplicity Wins (and Saves Tokens)

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5 min read
7 Prompt Engineering Techniques That Actually Work (With Python Code to Test Them)

7 Prompt Engineering Techniques That Actually Work (With Python Code to Test Them)

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9 min read
Why I dropped stuffed prompts for Hindsight reflections

Why I dropped stuffed prompts for Hindsight reflections

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8 min read
My AI pipeline had a 1M token context window. The output still got worse.

My AI pipeline had a 1M token context window. The output still got worse.

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2 min read
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