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# promptengineering

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agency-agents: 120 AI Specialist Personas That Prove Prompts Need Personality, Not Just Instructions

agency-agents: 120 AI Specialist Personas That Prove Prompts Need Personality, Not Just Instructions

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2 min read
Why Output Consistency Beats “Creativity”

Why Output Consistency Beats “Creativity”

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5 min read
TOON File Format Anatomy: Schema-Once, Data-Many for LLM Pipelines 🎯📄

TOON File Format Anatomy: Schema-Once, Data-Many for LLM Pipelines 🎯📄

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6 min read
Compliance Without Comprehension

Compliance Without Comprehension

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3 min read
Anthropic's Prompting 101 — A Practical Guide to Building Production-Quality Claude Prompts

Anthropic's Prompting 101 — A Practical Guide to Building Production-Quality Claude Prompts

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9 min read
Stop Tweaking Prompts: Build a Feedback Loop Instead

Stop Tweaking Prompts: Build a Feedback Loop Instead

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3 min read
Why AI Forgets Your Project's Conventions (and the One-File Fix)

Why AI Forgets Your Project's Conventions (and the One-File Fix)

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4 min read
Prompt Contracts v2: Add Validation Rules to Your AI Prompts (Template Included)

Prompt Contracts v2: Add Validation Rules to Your AI Prompts (Template Included)

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3 min read
Your AI Context Window Is a Cache — Treat It Like One

Your AI Context Window Is a Cache — Treat It Like One

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4 min read
How to start contributing to OpenSource using AI IDEs

How to start contributing to OpenSource using AI IDEs

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2 min read
Y Combinator’s CEO Shared His Claude Code Prompt. It Solves the Wrong Problem.

Y Combinator’s CEO Shared His Claude Code Prompt. It Solves the Wrong Problem.

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8 min read
PromptLedger v0.3 — Turning prompt history into a practical review workflow.

PromptLedger v0.3 — Turning prompt history into a practical review workflow.

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5 min read
5 Tactical Prompting Techniques That Force AI to Write Production-Ready Code Instead of Guessing

5 Tactical Prompting Techniques That Force AI to Write Production-Ready Code Instead of Guessing

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6 min read
Free Prompt Transformer: Convert Any Prompt to 6 Nyquist Bands

Free Prompt Transformer: Convert Any Prompt to 6 Nyquist Bands

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4 min read
The prompt engineering that didn't work (and what did)

The prompt engineering that didn't work (and what did)

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9 min read
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