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Paul Crinigan

AI integration and memory engineer. I build AI apps, agents, and free developer tools at aiappsapi.com, and web games at abratabia.com.

Joined Joined on  Personal website https://www.aiappsapi.com
Branching Stories Are Expensive, Responsive Ones Are Not
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Branching Stories Are Expensive, Responsive Ones Are Not

#gamedev #writing
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2 min read
Guardrails Are Code, Not Prompt Wording
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Guardrails Are Code, Not Prompt Wording

#llm #security #ai
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3 min read
Web Game Performance: Where the Milliseconds Actually Go
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Web Game Performance: Where the Milliseconds Actually Go

#webdev #gamedev #performance #javascript
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3 min read
Reading Your Own Numbers: A Statistics Refresher for People Building With AI
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Reading Your Own Numbers: A Statistics Refresher for People Building With AI

#statistics #ai #datascience
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2 min read
Shipping Software Without a Dev Team: What Actually Works
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Shipping Software Without a Dev Team: What Actually Works

#ai #programming #productivity #webdev
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3 min read
The Five Layers of a Self-Hosted AI Stack
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The Five Layers of a Self-Hosted AI Stack

#ai #machinelearning #selfhosted #llm
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2 min read
How to Choose an AI Image Generator Without Wasting Credits
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How to Choose an AI Image Generator Without Wasting Credits

#ai #machinelearning
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2 min read
Why a Self-Learning Agent Should Not Trust Its First Success
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Why a Self-Learning Agent Should Not Trust Its First Success

#ai #agents #machinelearning #programming
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3 min read
Why Scientific Python Is a Different Stack Than Web Python
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Why Scientific Python Is a Different Stack Than Web Python

#python #datascience #beginners
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2 min read
Why Your AI Assistant Forgets, and What a Memory Layer Actually Has to Do
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Why Your AI Assistant Forgets, and What a Memory Layer Actually Has to Do

#ai #programming
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3 min read
What Running Your Own Email Sender Actually Involves
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What Running Your Own Email Sender Actually Involves

#opensource #email #selfhosted #webdev
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3 min read
Why Playwright Became the Default for New Browser Automation Projects
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Why Playwright Became the Default for New Browser Automation Projects

#playwright #testing #automation #webdev
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3 min read
Why We Build Browser Games on Three.js
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Why We Build Browser Games on Three.js

#gamedev #javascript #tutorial #webdev
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1 min read
Why AI Web Scrapers Survive Site Redesigns (and Scripts Don't)
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Why AI Web Scrapers Survive Site Redesigns (and Scripts Don't)

#ai #webscraping
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1 min read
Retention Is the Cheapest Growth Most Stores Ignore
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Retention Is the Cheapest Growth Most Stores Ignore

#ecommerce #marketing #business #startup
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1 min read
How AI Agents Actually Work
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How AI Agents Actually Work

#ai #agents #llm
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1 min read
The Three Numbers That Fix Ecommerce Inventory
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The Three Numbers That Fix Ecommerce Inventory

#ecommerce #inventory #business
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1 min read
The four parts of a prompt you can actually trust
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The four parts of a prompt you can actually trust

#ai #llm #softwaredevelopment #tutorial
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1 min read
Why AI Browser Agents Survive Site Redesigns (and Scripts Don't)
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Why AI Browser Agents Survive Site Redesigns (and Scripts Don't)

#ai #automation #webscraping #webdev
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1 min read
Why AI Memory Is an Architecture Problem, Not a Database Problem
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Why AI Memory Is an Architecture Problem, Not a Database Problem

#ai #machinelearning #llm
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1 min read
Game AI Is Not Academic AI: A Practical Map of NPC Behavior
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Game AI Is Not Academic AI: A Practical Map of NPC Behavior

#gamedev
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1 min read
Machine Learning Basics: Pick the Problem Type First
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Machine Learning Basics: Pick the Problem Type First

#machinelearning #ai #beginners #datascience
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1 min read
AI Memory Is Not Just a Bigger Context Window
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AI Memory Is Not Just a Bigger Context Window

#ai #machinelearning #llm
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1 min read
How to tell a production ready open source AI agent from a demo
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How to tell a production ready open source AI agent from a demo

#ai #opensource #aiagents #machinelearning
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1 min read
Your First MCP Server Is Easy. The Second One Is the Problem
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Your First MCP Server Is Easy. The Second One Is the Problem

#mcp #ai #programming
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1 min read
Your LLM Cannot Tell When It Is Wrong, Build for That
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Your LLM Cannot Tell When It Is Wrong, Build for That

#ai #llm #machinelearning
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1 min read
The Three Algorithm Families Behind Almost Every Generated Game World
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The Three Algorithm Families Behind Almost Every Generated Game World

#gamedev #algorithms #programming
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1 min read
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