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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
Three API Calls And A Model: Running Your Own Prediction Endpoint
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Three API Calls And A Model: Running Your Own Prediction Endpoint

#machinelearning #python #php #opensource
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3 min read
Sending Bulk SMS From Your Own Server: Batching, Drips and Opt Outs Done Right
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Sending Bulk SMS From Your Own Server: Batching, Drips and Opt Outs Done Right

#sms #php #opensource #webdev
1
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3 min read
How Game NPCs Make Decisions: State Machines, Behavior Trees And Utility AI
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How Game NPCs Make Decisions: State Machines, Behavior Trees And Utility AI

#gamedev #ai #programming
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4 min read
What AI Headshot Generators Do With Your Face After They Deliver
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What AI Headshot Generators Do With Your Face After They Deliver

#ai #machinelearning #privacy #career
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3 min read
Why Ecommerce Email Still Outperforms Every Other Channel
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Why Ecommerce Email Still Outperforms Every Other Channel

#ecommerce #marketing #automation #webdev
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3 min read
AI Voice Generation In 2026: What Actually Separates The Tools
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AI Voice Generation In 2026: What Actually Separates The Tools

#ai #machinelearning #tooling #productivity
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3 min read
Marketing An Indie Game Is A Build Task, Not A Launch Task
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Marketing An Indie Game Is A Build Task, Not A Launch Task

#gamedev #marketing #webdev #indiedev
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3 min read
Routing Is The Cheapest AI Optimization Most Teams Skip
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Routing Is The Cheapest AI Optimization Most Teams Skip

#ai #llm #architecture #programming
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3 min read
What Actually Changed In AI Video Generation, From A Pipeline Point Of View
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What Actually Changed In AI Video Generation, From A Pipeline Point Of View

#ai #video #automation #webdev
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3 min read
Shipping A Game To The Browser Instead Of A Store
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Shipping A Game To The Browser Instead Of A Store

#gamedev #webdev #javascript
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3 min read
Cognitive Scoring: What ACT-R Adds To Vector Retrieval
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Cognitive Scoring: What ACT-R Adds To Vector Retrieval

#ai #rag #machinelearning #programming
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3 min read
Reselling Is An Inventory Turn Problem, Not A Treasure Hunt
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Reselling Is An Inventory Turn Problem, Not A Treasure Hunt

#business #ecommerce #sidehustle #startup
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4 min read
Running an AI Game Master on One PHP App and a SQLite File
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Running an AI Game Master on One PHP App and a SQLite File

#gamedev #php #ai #opensource
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3 min read
The AI Video Tools That Actually Ship Finished Video
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The AI Video Tools That Actually Ship Finished Video

#ai #video #machinelearning #tools
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3 min read
Your RAG Pipeline Is Probably Broken Upstream Of Retrieval
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Your RAG Pipeline Is Probably Broken Upstream Of Retrieval

#rag #ai #datascience #llm
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3 min read
The Game Math You Actually Need To Ship A Web Game
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The Game Math You Actually Need To Ship A Web Game

#gamedev #javascript #webdev #beginners
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3 min read
Four Ways to Animate a Web Game, and What Each One Costs
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Four Ways to Animate a Web Game, and What Each One Costs

#gamedev #webdev #javascript #animation
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3 min read
Your Stats Tool Should Show Its Work
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Your Stats Tool Should Show Its Work

#python #datascience #statistics #opensource
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3 min read
What DevOps Automation Cannot Do At 3am
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What DevOps Automation Cannot Do At 3am

#devops #ai #sre #kubernetes
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3 min read
What A Business Plan Is Actually For
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What A Business Plan Is Actually For

#startup #business #beginners #productivity
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3 min read
Deliverability Is The Part Of AI Outreach Nobody Models
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Deliverability Is The Part Of AI Outreach Nobody Models

#ai #automation #machinelearning #productivity
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4 min read
Personalization Is a Memory Problem, Not a Prompt Problem
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Personalization Is a Memory Problem, Not a Prompt Problem

#ai #machinelearning #productivity #programming
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3 min read
What Forensic Labs Know About Evidence That Software Teams Keep Relearning
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What Forensic Labs Know About Evidence That Software Teams Keep Relearning

#forensics #datascience #security
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3 min read
Why AI Sales Agent Pilots Stall On Data, Not Models
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Why AI Sales Agent Pilots Stall On Data, Not Models

#ai #automation #sales #productivity
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4 min read
How Particle Physics Turns Trillions Of Collisions Into One Result
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How Particle Physics Turns Trillions Of Collisions Into One Result

#science #physics #datascience #programming
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2 min read
Why Web Games Break In Ways Native Games Never Do
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Why Web Games Break In Ways Native Games Never Do

#gamedev #webdev #javascript #testing
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3 min read
What A Separate Business Bank Account Actually Buys You
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What A Separate Business Bank Account Actually Buys You

#startup #business #ecommerce #productivity
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3 min read
The Part Of Your RAG Pipeline That Decides Everything
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The Part Of Your RAG Pipeline That Decides Everything

#rag #ai #llm
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3 min read
PlayCanvas: Building 3D Games That Run In A Browser Tab
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PlayCanvas: Building 3D Games That Run In A Browser Tab

#gamedev #webdev #javascript #webgl
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3 min read
The Physics Behind Every Kilowatt Your Code Runs On
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The Physics Behind Every Kilowatt Your Code Runs On

#science #energy #ai #learning
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3 min read
Why AI API Bills Jump 10x In A Single Quarter
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Why AI API Bills Jump 10x In A Single Quarter

#ai #llm #machinelearning #programming
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4 min read
What WebGL 2.0 Changed for Browser Games
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What WebGL 2.0 Changed for Browser Games

#webgl #gamedev #javascript #webdev
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3 min read
Prompt Engineering Is Testing, Not Wording
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Prompt Engineering Is Testing, Not Wording

#ai #llm #programming #productivity
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3 min read
The AI Video Stack Is Six Tools, Not One
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The AI Video Stack Is Six Tools, Not One

#ai #video #productivity #tools
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3 min read
What Petabyte Scale Science Changed About Research Workflows
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What Petabyte Scale Science Changed About Research Workflows

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3 min read
The Accessibility Features Players Actually Use First
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The Accessibility Features Players Actually Use First

#gamedev #a11y #webdev #javascript
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3 min read
The Checkout Attack That Changes Nothing On Your Page
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The Checkout Attack That Changes Nothing On Your Page

#security #ecommerce #webdev #javascript
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3 min read
The AI Attack Surface Your Application Security Checklist Does Not Cover
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The AI Attack Surface Your Application Security Checklist Does Not Cover

#ai #security #llm #agents
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5 min read
How A Print On Demand Store Runs Without Anyone Touching An Order
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How A Print On Demand Store Runs Without Anyone Touching An Order

#ecommerce #automation #business #api
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3 min read
Taking Payments Inside an MCP Server
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Taking Payments Inside an MCP Server

#ai #node #mcp #opensource
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4 min read
What Actually Makes A System Agentic
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What Actually Makes A System Agentic

#ai #agents #llm #programming
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3 min read
The Two Questions To Ask Before You Put A Free Image On A Site You Ship
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The Two Questions To Ask Before You Put A Free Image On A Site You Ship

#webdev #ai #design #writing
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3 min read
The Multi-Agent Patterns That Outlived AutoGen
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The Multi-Agent Patterns That Outlived AutoGen

#ai #agents #python #architecture
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4 min read
Why Your AI App Forgets: Context Window Management That Holds Up
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Why Your AI App Forgets: Context Window Management That Holds Up

#ai #llm #machinelearning #programming
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3 min read
Why Browser Games Lose Players In The First Five Seconds
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Why Browser Games Lose Players In The First Five Seconds

#gamedev #webdev #javascript #beginners
1
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3 min read
The Retrieval Layer Decides Whether Your Second Brain Is Worth Building
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The Retrieval Layer Decides Whether Your Second Brain Is Worth Building

#ai #productivity #rag #machinelearning
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4 min read
What To Check Before You Merge Agent-Written Code
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What To Check Before You Merge Agent-Written Code

#ai #programming #codereview #webdev
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3 min read
What To Build Before You Leave An Agent Running Overnight
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What To Build Before You Leave An Agent Running Overnight

#ai #aiagents #devops #testing
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3 min read
The Marketplace Fee Math That Decides Your Margin
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The Marketplace Fee Math That Decides Your Margin

#ecommerce #business #startup
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3 min read
What Has To Be True Before You Trust An AI Data Agent
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What Has To Be True Before You Trust An AI Data Agent

#ai #data #sql #agents
2
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3 min read
From Working Once To Running Every Day
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From Working Once To Running Every Day

#ai #automation #devops #testing
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2 min read
The Ecommerce SEO Problems That Are Actually Engineering Problems
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The Ecommerce SEO Problems That Are Actually Engineering Problems

#webdev #seo #ecommerce #performance
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3 min read
Three Marketing Problems That Are Really One Data Problem
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Three Marketing Problems That Are Really One Data Problem

#seo #marketing #architecture #webdev
1
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3 min read
The Physics Loop That Makes A Web Game Feel The Same On Every Device
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The Physics Loop That Makes A Web Game Feel The Same On Every Device

#gamedev #javascript #webdev #webassembly
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4 min read
Managed vs Self-Hosted AI Agents: The Numbers That Actually Decide It
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Managed vs Self-Hosted AI Agents: The Numbers That Actually Decide It

#ai #devops #llm #opensource
1
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3 min read
Every Test You Keep Becomes A Regression Test
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Every Test You Keep Becomes A Regression Test

#testing #devops #webdev #productivity
1
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3 min read
What AI Actually Does For Research, And What It Still Cannot Do
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What AI Actually Does For Research, And What It Still Cannot Do

#ai #research #machinelearning #science
1
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2 min read
Self-Hosting A Model Is Easy, Self-Hosting An Agent Is Not
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Self-Hosting A Model Is Easy, Self-Hosting An Agent Is Not

#ai #devops #docker #opensource
1
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3 min read
The Ecommerce Speed Tax Nobody Audits
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The Ecommerce Speed Tax Nobody Audits

#webdev #performance #ecommerce #ux
1
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3 min read
What Hermes Agent Gets Right About Long Running Agents
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What Hermes Agent Gets Right About Long Running Agents

#ai #opensource #agents #productivity
1
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3 min read
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