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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
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
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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
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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
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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
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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
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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
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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
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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
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3 min read
Building a Self-Hosted Workflow Engine on PHP and SQLite
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Building a Self-Hosted Workflow Engine on PHP and SQLite

#php #automation #sqlite #webdev
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3 min read
Every Metric Needs A Set Point, Or It Is Just A Number
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Every Metric Needs A Set Point, Or It Is Just A Number

#observability #devops #architecture #monitoring
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3 min read
One Parser For Every Lab Instrument Export
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One Parser For Every Lab Instrument Export

#python #opensource #datascience #ai
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3 min read
Why Your AI Agent Fails In Production (And Why It Is Not The Model)
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Why Your AI Agent Fails In Production (And Why It Is Not The Model)

#ai #agents #python #opensource
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4 min read
The Half of Lead Scraping That Actually Decides If It Works
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The Half of Lead Scraping That Actually Decides If It Works

#webscraping #python #automation #data
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3 min read
What A Warehouse Management System Actually Has To Get Right
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What A Warehouse Management System Actually Has To Get Right

#ecommerce #architecture #backend #api
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3 min read
Four Agent SDKs, Four Different Bets
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Four Agent SDKs, Four Different Bets

#ai #agents #programming #opensource
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3 min read
What AI Recipe Generators Get Right And Where They Fall Apart
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What AI Recipe Generators Get Right And Where They Fall Apart

#ai #llm #machinelearning #productivity
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3 min read
The Science That Runs Entirely On Data You Cannot Regenerate
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The Science That Runs Entirely On Data You Cannot Regenerate

#science #learning #datascience #beginners
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2 min read
Tool Calling Is Where Most AI Agents Actually Break
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Tool Calling Is Where Most AI Agents Actually Break

#ai #agents #api #programming
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3 min read
Cypress Is Not A Faster Selenium, It Is A Different Bet
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Cypress Is Not A Faster Selenium, It Is A Different Bet

#testing #javascript #webdev #cypress
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3 min read
What The Numbers Say About Renewable Energy
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What The Numbers Say About Renewable Energy

#science #energy #beginners #learning
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3 min read
When A Chatbot Becomes An Agent, And Why The Rewrite Sneaks Up On You
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When A Chatbot Becomes An Agent, And Why The Rewrite Sneaks Up On You

#ai #architecture #webdev #programming
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3 min read
How Machines Actually See: From Pixel Grids To Vision Transformers
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How Machines Actually See: From Pixel Grids To Vision Transformers

#computervision #machinelearning #ai #beginners
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3 min read
How A Coding Agent Reads A Codebase It Has Never Seen
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How A Coding Agent Reads A Codebase It Has Never Seen

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3 min read
What Actually Breaks When You Ship AI Into A Real Business
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What Actually Breaks When You Ship AI Into A Real Business

#ai #automation #devops #webdev
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3 min read
Your First Order Is Supposed to Lose Money
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Your First Order Is Supposed to Lose Money

#ecommerce #webdev #analytics #startup
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3 min read
Fault Tolerance Is the Layer Most AI Agent Stacks Are Missing
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Fault Tolerance Is the Layer Most AI Agent Stacks Are Missing

#ai #architecture #devops #programming
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4 min read
When Should An AI Agent Act Without Asking You First
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When Should An AI Agent Act Without Asking You First

#ai #agents #architecture #programming
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3 min read
Instrumenting An Ecommerce Funnel Before You Try To Fix It
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Instrumenting An Ecommerce Funnel Before You Try To Fix It

#ecommerce #webdev #analytics #javascript
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3 min read
Four Layers Every Business AI Stack Ends Up Needing
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Four Layers Every Business AI Stack Ends Up Needing

#ai #machinelearning #automation #webdev
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3 min read
The Security Gap In Agent Written Code Starts In The Task Description
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The Security Gap In Agent Written Code Starts In The Task Description

#ai #security #programming #devops
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4 min read
What Actually Changes Inside A Model When It Learns
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What Actually Changes Inside A Model When It Learns

#ai #machinelearning #beginners #datascience
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3 min read
The Agent Permission Question Nobody Answers Before Shipping
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The Agent Permission Question Nobody Answers Before Shipping

#ai #security #agents #devops
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2 min read
Your Agent Does Not Have A Memory Problem, It Has A Retrieval Problem
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Your Agent Does Not Have A Memory Problem, It Has A Retrieval Problem

#ai #machinelearning #programming #database
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3 min read
Choosing An Ecommerce Platform When You Are The One Maintaining It
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Choosing An Ecommerce Platform When You Are The One Maintaining It

#ecommerce #webdev #business #wordpress
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3 min read
Web Images: Picking a Format, Cutting the Weight, and Checking the License
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Web Images: Picking a Format, Cutting the Weight, and Checking the License

#webdev #performance #beginners #seo
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3 min read
Ecommerce Analytics: The KPIs Worth Tracking and a Review Cadence That Ships Decisions
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Ecommerce Analytics: The KPIs Worth Tracking and a Review Cadence That Ships Decisions

#ecommerce #analytics #webdev #programming
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2 min read
AI Data Analysis Is Not Machine Learning, and Knowing the Difference Saves You a Project
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AI Data Analysis Is Not Machine Learning, and Knowing the Difference Saves You a Project

#datascience #ai #database #analytics
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2 min read
What Changes When Your Agents Keep Their Own Memory
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What Changes When Your Agents Keep Their Own Memory

#ai #agents #programming #architecture
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3 min read
What You Actually Get From An AI Logo Generator
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What You Actually Get From An AI Logo Generator

#ai #design #opensource #webdev
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3 min read
The Parts A Mind Needs That A Chatbot Does Not Have
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The Parts A Mind Needs That A Chatbot Does Not Have

#ai #machinelearning #llm #agents
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3 min read
What MCP Actually Standardizes, And What It Leaves To You
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What MCP Actually Standardizes, And What It Leaves To You

#ai #mcp
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3 min read
Static or Dynamic: The One Check That Decides Your JavaScript Scraper
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Static or Dynamic: The One Check That Decides Your JavaScript Scraper

#webscraping #node #webdev #javascript
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3 min read
The Fee Math Behind An Amazon FBA Listing
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The Fee Math Behind An Amazon FBA Listing

#ecommerce #business #startup #beginners
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2 min read
Marketing Automation For Developers Who Do Not Want To Do Marketing
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Marketing Automation For Developers Who Do Not Want To Do Marketing

#ai #marketing #productivity #webdev
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3 min read
Four Things the Payment Pricing Page Does Not Tell You
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Four Things the Payment Pricing Page Does Not Tell You

#payments #ecommerce #webdev #api
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3 min read
What AI Photo Editors Are Actually Doing to Your Image
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What AI Photo Editors Are Actually Doing to Your Image

#ai #machinelearning #tooling #productivity
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3 min read
What Self Hosted Messaging Software Has To Get Right
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What Self Hosted Messaging Software Has To Get Right

#showdev #opensource #selfhosted #software
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2 min read
Remote Work Is Normal Now, The Logistics Still Are Not
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Remote Work Is Normal Now, The Logistics Still Are Not

#remote #career #productivity #beginners
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3 min read
What Genetic Algorithms Borrow From Evolution, and What They Leave Out
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What Genetic Algorithms Borrow From Evolution, and What They Leave Out

#algorithms #python #machinelearning #computerscience
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3 min read
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